Logistic Regression

Logistic Regression, despite its name, is a linear model for classification rather than regression. Logistic regression is also known in the literature as logit regression, maximum-entropy classification (MaxEnt) or the log-linear classifier. In this model, the probabilities describing the possible outcomes of a single trial are modeled using a logistic function.

Source: scikit-learn

Image: Michaelg2015

Latest Papers

PAPER DATE
A Comparative Study of Imputation Methods for Multivariate Ordinal Data
| Chayut WongkamthongOlanrewaju Akande
2020-10-20
Concentration of solutions to random equations with concentration of measure hypotheses
Cosme LouartRomain Couillet
2020-10-19
A Theory of Hyperbolic Prototype Learning
Martin Keller-Ressel
2020-10-15
Chatbot Interaction with Artificial Intelligence: Human Data Augmentation with T5 and Language Transformer Ensemble for Text Classification
Jordan J. BirdAnikó EkártDiego R. Faria
2020-10-12
Differentially Private Secure Multi-Party Computation for Federated Learning in Financial Applications
David ByrdAntigoni Polychroniadou
2020-10-12
Online Learning and Distributed Control for Residential Demand Response
Xin ChenYingYing LiJun ShimadaNa Li
2020-10-11
CryptoCredit: Securely Training Fair Models
Leo de CastroJiahao ChenAntigoni Polychroniadou
2020-10-09
Long-distance tiny face detection based on enhanced YOLOv3 for unmanned system
Jia-Yi ChangYan-Feng LuYa-Jun LiuBo ZhouHong Qiao
2020-10-09
Identifying Risk of Opioid Use Disorder for Patients Taking Opioid Medications with Deep Learning
Xinyu DongJianyuan DengSina RashidianKayley Abell-HartWei HouRichard N RosenthalMary SaltzJoel SaltzFusheng Wang
2020-10-09
Sparse network asymptotics for logistic regression
Bryan S. Graham
2020-10-09
Adaptive Subcarrier, Parameter, and Power Allocation for Partitioned Edge Learning Over Broadband Channels
Dingzhu WenKi-Jun JeonMehdi BennisKaibin Huang
2020-10-08
Theedhum [email protected]: ASentiment Polarity Classifier for YouTube Commentswith Code-switching between Tamil, Malayalam andEnglish
| BalaSundaraRaman LakshmananSanjeeth Kumar Ravindranath
2020-10-07
YOdar: Uncertainty-based Sensor Fusion for Vehicle Detection with Camera and Radar Sensors
Kamil KowolMatthias RottmannStefan BrackeHanno Gottschalk
2020-10-07
Cross-Lingual Text Classification with Minimal Resources by Transferring a Sparse Teacher
| Giannis KaramanolakisDaniel HsuLuis Gravano
2020-10-06
MetaDetect: Uncertainty Quantification and Prediction Quality Estimates for Object Detection
Marius SchubertKarsten KahlMatthias Rottmann
2020-10-04
Evaluating Progress on Machine Learning for Longitudinal Electronic Healthcare Data
David BellamyLeo CeliAndrew L. Beam
2020-10-02
Quantitative and Interpretable Order Parameters for Phase Transitions from Persistent Homology
| Alex ColeGregory J. LogesGary Shiu
2020-09-29
Fake News Spreader Detection on Twitter using Character N-Grams. Notebook for PAN at CLEF 2020
Inna VogelMeghana Meghana
2020-09-29
Detecting soccer balls with reduced neural networks: a comparison of multiple architectures under constrained hardware scenarios
Douglas De Rizzo MeneghettiThiago Pedro Donadon HomemJonas Henrique Renolfi de OliveiraIsaac Jesus da SilvaDanilo Hernani PericoReinaldo Augusto da Costa Bianchi
2020-09-28
Transparency, Auditability and eXplainability of Machine Learning Models in Credit Scoring
Michael BückerGero SzepannekAlicja GosiewskaPrzemyslaw Biecek
2020-09-28
A little goes a long way: Improving toxic language classification despite data scarcity
Mika JuutiTommi GröndahlAdrian FlanaganN. Asokan
2020-09-25
Exploiting Vietnamese Social Media Characteristics for Textual Emotion Recognition in Vietnamese
Khang Phuoc-Quy NguyenKiet Van Nguyen
2020-09-23
Bid Shading by Win-Rate Estimation and Surplus Maximization
Shengjun PanBrendan KittsTian ZhouHao HeBharatbhushan ShettyAaron FloresDjordje GligorijevicJunwei PanTingyu MaoSan GultekinJianlong Zhang
2020-09-19
A Mobile App for Wound Localization using Deep Learning
D. M. AnisuzzamanYash PatelJeffrey NiezgodaSandeep GopalakrishnanZeyun Yu
2020-09-15
A Vertical Federated Learning Method for Interpretable Scorecard and Its Application in Credit Scoring
Fanglan ZhengEriheKun LiJiang TianXiaojia Xiang
2020-09-14
Fairness Constraints in Semi-supervised Learning
Tao ZhangTianqing ZhuMengde HanJing LiWanlei ZhouPhilip S. Yu
2020-09-14
YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design
Yuxuan CaiHongjia LiGeng YuanWei NiuYanyu LiXulong TangBin RenYanzhi Wang
2020-09-12
TREX: Tree-Ensemble Representer-Point Explanations
Jonathan BrophyDaniel Lowd
2020-09-11
Developing and Improving Risk Models using Machine-learning Based Algorithms
Yan WangXuelei Sherry Ni
2020-09-09
Health-behaviors associated with the growing risk of adolescent suicide attempts: A data-driven cross-sectional study
Zhiyuan WeiSayanti Mukherjee
2020-09-08
Stochastic-YOLO: Efficient Probabilistic Object Detection under Dataset Shifts
Tiago AzevedoRené de JongPartha Maji
2020-09-07
The Integrity of Machine Learning Algorithms against Software Defect Prediction
Param Khakhar andRahul Kumar DubeySenior Member IEEE
2020-09-05
FairXGBoost: Fairness-aware Classification in XGBoost
Srinivasan RavichandranDrona KhuranaBharath VenkateshNarayanan Unny Edakunni
2020-09-03
A New Training Protocol for Performance Predictors of Evolutionary Neural Architecture Search Algorithms
Yanan SunXian SunYuhan FangGary Yen
2020-08-30
Introduction to logistic regression
Moo K. Chung
2020-08-28
On Transfer Learning of Traditional Frequency and Time Domain Features in Turning
Melih C. YesilliFiras A. Khasawneh
2020-08-28
syrapropa at SemEval-2020 Task 11: BERT-based Models Design For Propagandistic Technique and Span Detection
Jinfen LiLu Xiao
2020-08-24
DNN2LR: Interpretation-inspired Feature Crossing for Real-world Tabular Data
Zhaocheng LiuQiang LiuHaoli ZhangYuntian Chen
2020-08-22
Machine Learning Approaches to Real Estate Market Prediction Problem: A Case Study
Shashi Bhushan JhaVijay PandeyRajesh Kumar JhaRadu F. Babiceanu
2020-08-22
When Homomorphic Encryption Marries Secret Sharing: Secure Large-Scale Sparse Logistic Regression and Applications in Risk Control
Chaochao ChenJun ZhouLi WangXibin WuWenjing FangJin TanLei WangXiaoxi JiAlex LiuHao WangCheng Hong
2020-08-20
Estimation of causal effects of multiple treatments in healthcare database studies with rare outcomes
Liangyuan HuChenyang Gu
2020-08-18
Prediction of Homicides in Urban Centers: A Machine Learning Approach
José RibeiroLair MenesesDenis CostaWando MirandaRonnie Alves
2020-08-16
LogoDet-3K: A Large-Scale Image Dataset for Logo Detection
| Jing WangWeiqing MinSujuan HouShengnan MaYuanjie ZhengShuqiang Jiang
2020-08-12
An Automated, End-to-End Framework for Modeling Attacks From Vulnerability Descriptions
Hodaya BinyaminiRon BittonMasaki InokuchiTomohiko YagyuYuval EloviciAsaf Shabtai
2020-08-10
GPU-Accelerated Primal Learning for Extremely Fast Large-Scale Classification
John T. HalloranDavid M. Rocke
2020-08-08
Two-step penalised logistic regression for multi-omic data with an application to cardiometabolic syndrome
| Alessandra CabassiDenis SeyresMattia FrontiniPaul D. W. Kirk
2020-08-01
Object Detection and Tracking Algorithms for Vehicle Counting: A Comparative Analysis
Vishal MandalYaw Adu-Gyamfi
2020-07-31
Communication-Efficient Federated Learning via Optimal Client Sampling
Monica RiberoHaris Vikalo
2020-07-30
A Subspace Acceleration Method for Minimization Involving a Group Sparsity-Inducing Regularizer
Frank E. CurtisYutong DaiDaniel P. Robinson
2020-07-29
Boosting Ant Colony Optimization via Solution Prediction and Machine Learning
Yuan SunSheng WangYunzhuang ShenXiaodong LiAndreas T. ErnstMichael Kirley
2020-07-29
Predicting Multiple ICD-10 Codes from Brazilian-Portuguese Clinical Notes
| Arthur D. ReysDanilo SilvaDaniel SeveroSaulo PedroMarcia M. de Souza e SáGuilherme A. C. Salgado
2020-07-29
Binary Search and First Order Gradient Based Method for Stochastic Optimization
Vijay Pandey
2020-07-27
PP-YOLO: An Effective and Efficient Implementation of Object Detector
| Xiang LongKaipeng DengGuanzhong WangYang ZhangQingqing DangYuan GaoHui ShenJianguo RenShumin HanErrui DingShilei Wen
2020-07-23
A Distributionally Robust Approach to Fair Classification
Bahar TaskesenViet Anh NguyenDaniel KuhnJose Blanchet
2020-07-18
An approach for auxiliary diagnosing and screening coronary disease based on machine learning
Weijun ZhuEn Li
2020-07-16
BlockFLow: An Accountable and Privacy-Preserving Solution for Federated Learning
Vaikkunth MugunthanRavi RahmanLalana Kagal
2020-07-08
Winning with Simple Learning Models: Detecting Earthquakes in Groningen, the Netherlands
Umair bin WaheedAhmed ShaheenMike FehlerBen Fulcher
2020-07-08
SLAP: Improving Physical Adversarial Examples with Short-Lived Adversarial Perturbations
Giulio LovisottoHenry TurnerIvo SluganovicMartin StrohmeierIvan Martinovic
2020-07-08
On Second order correctness of Bootstrap in Logistic Regression
Debraj DasPriyam Das
2020-07-03
Can We Achieve More with Less? Exploring Data Augmentation for Toxic Comment Classification
Chetanya RastogiNikka MofidFang-I Hsiao
2020-07-02
Autonomous and cooperative design of the monitor positions for a team of UAVs to maximize the quantity and quality of detected objects
| Dimitrios I. KoutrasAthanasios Ch. KapoutsisElias B. Kosmatopoulos
2020-07-02
COVID-19 and Arabic Twitter: How can Arab World Governments and Public Health Organizations Learn from Social Media?
Lama AlsudiasPaul Rayson
2020-07-01
OpusFilter: A Configurable Parallel Corpus Filtering Toolbox
| Mikko AulamoSami VirpiojaJ{\"o}rg Tiedemann
2020-07-01
Mapping of Narrative Text Fields To ICD-10 Codes Using Natural Language Processing and Machine Learning
Risuna Nkolele
2020-07-01
Decentralized Stochastic Gradient Langevin Dynamics and Hamiltonian Monte Carlo
Mert GürbüzbalabanXuefeng GaoYuanhan HuLingjiong Zhu
2020-07-01
Do not forget interaction: Predicting fatality of COVID-19 patients using logistic regression
Feng ZhouTao ChenBaiying Lei
2020-06-30
Link Prediction Using Supervised Machine Learning based on Aggregated and Topological Features
Mohammad G. Raeini
2020-06-29
TFNet: Multi-Semantic Feature Interaction for CTR Prediction
Shu WuFeng YuXueli YuQiang LiuLiang WangTieniu TanJie ShaoFan Huang
2020-06-29
Predicting Customer Churn in World of Warcraft
Sulman Khan
2020-06-28
Expandable YOLO: 3D Object Detection from RGB-D Images
Masahiro TakahashiAlessandro MoroYonghoon JiKazunori Umeda
2020-06-26
Distribution-Based Invariant Deep Networks for Learning Meta-Features
Gwendoline de BieHerilalaina RakotoarisonGabriel PeyréMichèle Sebag
2020-06-24
Long-Term Prediction of Lane Change Maneuver Through a Multilayer Perceptron
Zhenyu ShouZiran WangKyungtae HanYongkang LiuPrashant TiwariXuan Di
2020-06-23
Differentiable Segmentation of Sequences
Erik ScharwächterJonathan LennartzEmmanuel Müller
2020-06-23
Connecting Graph Convolutional Networks and Graph-Regularized PCA
Lingxiao ZhaoLeman Akoglu
2020-06-22
Electoral David vs Goliath: How does the Spatial Concentration of Electors affect District-based Elections?
Adway Mitra
2020-06-21
Langevin Dynamics for Inverse Reinforcement Learning of Stochastic Gradient Algorithms
Vikram KrishnamurthyGeorge Yin
2020-06-20
Faster Secure Data Mining via Distributed Homomorphic Encryption
Junyi LiHeng Huang
2020-06-17
Application of Data Science to Discover Violence-Related Issues in Iraq
Merari GonzálezGermán H. Alférez
2020-06-14
Few-shot Object Detection on Remote Sensing Images
Jingyu DengXiang LiYi Fang
2020-06-14
Asymptotic Errors for Teacher-Student Convex Generalized Linear Models (or : How to Prove Kabashima's Replica Formula)
Cedric GerbelotAlia AbbaraFlorent Krzakala
2020-06-11
Weighted Lasso Estimates for Sparse Logistic Regression: Non-asymptotic Properties with Measurement Error
Huamei HuangYujing GaoHuiming ZhangBo Li
2020-06-11
Robustified Multivariate Regression and Classification Using Distributionally Robust Optimization under the Wasserstein Metric
Ruidi ChenIoannis Ch. Paschalidis
2020-06-10
Machine Learning Automatically Detects COVID-19 using Chest CTs in a Large Multicenter Cohort
Bogdan GeorgescuShikha ChagantiGorka Bastarrika AlemanEduardo Jose Mortani Barbosa Jr.Jordi Broncano CabreroGuillaume ChabinThomas FlohrPhilippe GrenierSasa GrbicNakul GuptaFrançois MellotSavvas NicolaouThomas RePina SanelliAlexander W. SauterYoungjin YooValentin ZiebandtDorin Comaniciu
2020-06-09
Interpretable Signal Analysis with Knockoffs Enhances Classification of Bacterial Raman Spectra
Charmaine ChiaMatteo SesiaChi-Sing HoStefanie S. JeffreyJennifer DionneEmmanuel J. CandèsRoger T. Howe
2020-06-08
Black-box Explanation of Object Detectors via Saliency Maps
Vitali PetsiukRajiv JainVarun ManjunathaVlad I. MorariuAshutosh MehraVicente OrdonezKate Saenko
2020-06-05
NewB: 200,000+ Sentences for Political Bias Detection
Jerry Wei
2020-06-04
Efficient refinements on YOLOv3 for real-time detection and assessment of diabetic foot Wagner grades
Aifu HanYongze ZhangAjuan LiChangjin LiFengying ZhaoQiujie DongQin LiuYanting LiuXimei ShenSunjie YanShengzong Zhou
2020-06-03
Countering hate on social media: Large scale classification of hate and counter speech
Joshua GarlandKeyan Ghazi-ZahediJean-Gabriel YoungLaurent Hébert-DufresneMirta Galesic
2020-06-02
Logistic Regression for Massive Data with Rare Events
HaiYing Wang
2020-06-01
BPGC at SemEval-2020 Task 11: Propaganda Detection in News Articles with Multi-Granularity Knowledge Sharing and Linguistic Features based Ensemble Learning
Rajaswa PatilSomesh SinghSwati Agarwal
2020-05-31
Detecting Problem Statements in Peer Assessments
Yunkai XiaoGabriel ZingleQinjin JiaHarsh R. ShahYi ZhangTianyi LiMohsin KarovaliyaWeixiang ZhaoYang SongJie JiAshwin BalasubramaniamHarshit PatelPriyankha BhalasubbramanianVikram PatelEdward F. Gehringer
2020-05-30
Fuzziness-based Spatial-Spectral Class Discriminant Information Preserving Active Learning for Hyperspectral Image Classification
Muhammad Ahmad
2020-05-28
Poly-YOLO: higher speed, more precise detection and instance segmentation for YOLOv3
Petr HurtikVojtech MolekJan HulaMarek VajglPavel VlasanekTomas Nejezchleba
2020-05-27
Using Machine Learning to Forecast Future Earnings
Xinyue CuiZhaoyu XuYue Zhou
2020-05-26
Secure and Differentially Private Bayesian Learning on Distributed Data
Yeongjae GilXiaoqian JiangMiran KimJunghye Lee
2020-05-22
COVID-19 Public Sentiment Insights and Machine Learning for Tweets Classification
Jim SamuelG. G. Md. Nawaz AliMd. Mokhlesur RahmanEk EsawiYana Samuel
2020-05-21
SWIFT: Super-fast and Robust Privacy-Preserving Machine Learning
Nishat KotiMahak PancholiArpita PatraAjith Suresh
2020-05-20
BLAZE: Blazing Fast Privacy-Preserving Machine Learning
Arpita PatraAjith Suresh
2020-05-18
NIT-Agartala-NLP-Team at SemEval-2020 Task 8: Building Multimodal Classifiers to tackle Internet Humor
Steve Durairaj SwamyShubham LaddhaBasil AbdussalamDebayan DattaAnupam Jamatia
2020-05-14
Perturbing Inputs to Prevent Model Stealing
Justin Grana
2020-05-12
Apple Defect Detection Using Deep Learning Based Object Detection For Better Post Harvest Handling
Paolo Valdez
2020-05-12
Automatic Detection and Recognition of Individuals in Patterned Species
Gullal Singh CheemaSaket Anand
2020-05-06
Instance-Dependent Cost-Sensitive Learning for Detecting Transfer Fraud
Sebastiaan HöppnerBart BaesensWouter VerbekeTim Verdonck
2020-05-05
One-step regression and classification with crosspoint resistive memory arrays
Zhong SunGiacomo PedrettiAlessandro BricalliDaniele Ielmini
2020-05-05
Automated eye disease classification method from anterior eye image using anatomical structure focused image classification technique
Masahiro OdaTakefumi YamaguchiHideki FukuokaYuta UenoKensaku Mori
2020-05-04
Performance Accuration Method of Machine Learning for Diabetes Prediction
| ALI MurtadhoDwi Harini Sulistyawati
2020-05-01
CLFD: A Novel Vectorization Technique and Its Application in Fake News Detection
Michail MersiniasStergos AfantenosGeorgios Chalkiadakis
2020-05-01
Bag \& Tag'em - A New Dutch Stemmer
Anne JonkerCorn{\'e} de RuijtJornt de Gruijl
2020-05-01
Evaluation of Manual and Non-manual Components for Sign Language Recognition
Medet MukushevArman SabyrovAlfarabi ImashevKenessary KoishybayVadim KimmelmanSAnara ygulova
2020-05-01
Automated Fact-Checking of Claims from Wikipedia
Aalok SatheSalar AtherTuan Manh LeNathan PerryJoonsuk Park
2020-05-01
Neural Additive Models: Interpretable Machine Learning with Neural Nets
| Rishabh AgarwalNicholas FrosstXuezhou ZhangRich CaruanaGeoffrey E. Hinton
2020-04-29
Improving Vertical Positioning Accuracy with the Weighted Multinomial Logistic Regression Classifier
Yiyan YaoXin-long Luo
2020-04-29
Interpretable Multi-Task Deep Neural Networks for Dynamic Predictions of Postoperative Complications
Benjamin ShickelTyler J. LoftusShounak DattaTezcan Ozrazgat-BaslantiAzra BihoracParisa Rashidi
2020-04-27
Classification of Cuisines from Sequentially Structured Recipes
Tript SharmaUtkarsh UpadhyayGanesh Bagler
2020-04-26
YOLOv4: Optimal Speed and Accuracy of Object Detection
| Alexey BochkovskiyChien-Yao WangHong-Yuan Mark Liao
2020-04-23
Causality-aware counterfactual confounding adjustment for feature representations learned by deep models: with an application to image classification tasks
Elias Chaibub Neto
2020-04-20
Predicting nucleation near the spinodal in the Ising model using machine learning
Shan HuangWilliam KleinHarvey Gould
2020-04-20
Asymmetrical Vertical Federated Learning
Yang LiuXiong ZhangLibin Wang
2020-04-16
Sentiment Analysis of Yelp Reviews: A Comparison of Techniques and Models
Siqi Liu
2020-04-15
Deep Learning Models for Multilingual Hate Speech Detection
| Sai Saketh AluruBinny MathewPunyajoy SahaAnimesh Mukherjee
2020-04-14
WQT and DG-YOLO: towards domain generalization in underwater object detection
Hong LiuPinhao SongRunwei Ding
2020-04-14
Secret Sharing based Secure Regressions with Applications
Chaochao ChenLiang LiWenjing FangJun ZhouLi WangLei WangShuang YangAlex LiuHao Wang
2020-04-10
File Classification Based on Spiking Neural Networks
Ana StanojevicGiovanni CherubiniTimoleon MoraitisAbu Sebastian
2020-04-08
Improved YOLOv3 Object Classification in Intelligent Transportation System
Yang ZhangChanghui HuXiaobo Lu
2020-04-08
Increasing the Inference and Learning Speed of Tsetlin Machines with Clause Indexing
| Saeed Rahimi GorjiOle-Christoffer GranmoSondre GlimsdalJonathan EdwardsMorten Goodwin
2020-04-07
PrivFL: Practical Privacy-preserving Federated Regressions on High-dimensional Data over Mobile Networks
Kalikinkar MandalGuang Gong
2020-04-05
Effect of Annotation Errors on Drone Detection with YOLOv3
| Aybora KoksalKutalmis Gokalp InceA. Aydin Alatan
2020-04-02
Detection of FLOSS version release events from Stack Overflow message data
A. SokolovskyT. GrossJ. Bacardit
2020-03-30
TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications
Kaiping ZhengShaofeng CaiHorng Ruey ChuaWei WangKee Yuan NgiamBeng Chin Ooi
2020-03-24
Algorithms for Non-Stationary Generalized Linear Bandits
Yoan RussacOlivier CappéAurélien Garivier
2020-03-23
Uncertainty Estimation in Cancer Survival Prediction
Hrushikesh LoyaPranav PoduvalDeepak AnandNeeraj KumarAmit Sethi
2020-03-19
Multilayer Dense Connections for Hierarchical Concept Classification
Toufiq ParagHongcheng Wang
2020-03-19
Logistic-Regression with peer-group effects via inference in higher order Ising models
Constantinos DaskalakisNishanth DikkalaIoannis Panageas
2020-03-18
A Novel Twitter Sentiment Analysis Model with Baseline Correlation for Financial Market Prediction with Improved Efficiency
Xinyi GuoJinfeng Li
2020-03-18
Efficient improper learning for online logistic regression
Rémi JézéquelPierre GaillardAlessandro Rudi
2020-03-18
A Precisely Xtreme-Multi Channel Hybrid Approach For Roman Urdu Sentiment Analysis
| Faiza MemoodMuhammad Usman GhaniMuhammad Ali IbrahimRehab ShehzadiMuhammad Nabeel Asim
2020-03-11
Amortized variance reduction for doubly stochastic objectives
Ayman BoustatiSattar VakiliJames HensmanST John
2020-03-09
Early Response Assessment in Lung Cancer Patients using Spatio-temporal CBCT Images
Bijju Kranthi VeduruparthiJayanta MukherjeePartha Pratim DasMandira SahaSanjoy ChatterjeeRaj Kumar ShrimaliSoumendranath RaySriram Prasath
2020-03-07
DeepSperm: A robust and real-time bull sperm-cell detection in densely populated semen videos
Priyanto HidayatullahXueting WangToshihiko YamasakiTati L. E. R. MengkoRinaldi MunirAnggraini BarlianEros SukmawatiSupraptono Supraptono
2020-03-03
A multi-layer approach to disinformation detection on Twitter
Francesco PierriCarlo PiccardiStefano Ceri
2020-02-28
Modelling High-Dimensional Categorical Data Using Nonconvex Fusion Penalties
Benjamin G. StokellRajen D. ShahRyan J. Tibshirani
2020-02-28
UKARA 1.0 Challenge Track 1: Automatic Short-Answer Scoring in Bahasa Indonesia
Ali Akbar SeptiandriYosef Ardhito Winatmoko
2020-02-28
Counterfactual fairness: removing direct effects through regularization
Pietro G. Di StefanoJames M. HickeyVlasios Vasileiou
2020-02-25
A study of resting-state EEG biomarkers for depression recognition
Shuting SunJianxiu LiHuayu ChenTao GongXiaowei LiBin Hu
2020-02-23
Generalisation error in learning with random features and the hidden manifold model
Federica GeraceBruno LoureiroFlorent KrzakalaMarc MézardLenka Zdeborová
2020-02-21
PIANO: A Fast Parallel Iterative Algorithm for Multinomial and Sparse Multinomial Logistic Regression
R. JyothiP. Babu
2020-02-21
Fast and Regularized Reconstruction of Building Façades from Street-View Images using Binary Integer Programming
Han HuLibin WangMier ZhangYulin DingQing Zhu
2020-02-20
A Unified Convergence Analysis for Shuffling-Type Gradient Methods
Lam M. NguyenQuoc Tran-DinhDzung T. PhanPhuong Ha NguyenMarten van Dijk
2020-02-19
Conditional Mutual information-based Contrastive Loss for Financial Time Series Forecasting
Hanwei WuAther GattamiMarkus Flierl
2020-02-18
A Newton Frank-Wolfe Method for Constrained Self-Concordant Minimization
Deyi LiuVolkan CevherQuoc Tran-Dinh
2020-02-17
Empirical Study on Airline Delay Analysis and Prediction
Ripon PatgiriSajid HussainAditya Nongmeikapam
2020-02-17
The Utility of General Domain Transfer Learning for Medical Language Tasks
Daniel RantiKatie HanssShan ZhaoVarun ArvindJoseph TitanoAnthony CostaEric Oermann
2020-02-16
High Performance Logistic Regression for Privacy-Preserving Genome Analysis
Martine De CockRafael DowsleyAnderson C. A. NascimentoDavis RailsbackJianwei ShenAriel Todoki
2020-02-13
Average-case Acceleration Through Spectral Density Estimation
Fabian PedregosaDamien Scieur
2020-02-12
Real-Time target detection in maritime scenarios based on YOLOv3 model
Alessandro BettiBenedetto MichelozziAndrea BracciAndrea Masini
2020-02-10
A Physiology-Driven Computational Model for Post-Cardiac Arrest Outcome Prediction
| Han B. KimHieu NguyenQingchu JinSharmila TambyTatiana Gelaf RomerEric SungRan LiuJoseph GreensteinJose I. SuarezChristian StormRaimond WinslowRobert D. Stevens
2020-02-09
Logistic Regression Regret: What's the Catch?
Gil I. Shamir
2020-02-07
Medicine Strip Identification using 2-D Cepstral Feature Extraction and Multiclass Classification Methods
Anirudh ItagiRitam SilSaurav MohapatraSubham RoutBharath K PKarthik RRajesh Kumar Muthu
2020-02-03
Multi-Participant Multi-Class Vertical Federated Learning
Siwei FengHan Yu
2020-01-30
OPFython: A Python-Inspired Optimum-Path Forest Classifier
| Gustavo Henrique de RosaJoão Paulo PapaAlexandre Xavier Falcão
2020-01-28
Machine Learning for a Music Glove Instrument
Joseph Bakarji
2020-01-27
Clinical Prediction Models to Predict the Risk of Multiple Binary Outcomes: a comparison of approaches
Glen P. MartinMatthew SperrinKym I. E. SnellIain BuchanRichard D. Riley
2020-01-21
A point-wise linear model reveals reasons for 30-day readmission of heart failure patients
Yasuho YamashitaTakuma ShibaharaJunichi Kuwata
2020-01-20
SGLB: Stochastic Gradient Langevin Boosting
Aleksei UstimenkoLiudmila Prokhorenkova
2020-01-20
Real-Time Object Detection and Recognition on Low-Compute Humanoid Robots using Deep Learning
Sayantan ChatterjeeFaheem H. ZunjaniSouvik SenGora C. Nandi
2020-01-20
Machine learning for total cloud cover prediction
Ágnes BaranSebastian LerchMehrez El AyariSándor Baran
2020-01-16
RSnet: An improvement for Darknet
Shengquan WangAng LiJiying ChenBaoyu ZhengJiaxin JiLi Xianglong
2020-01-16
Information Newton's flow: second-order optimization method in probability space
Yifei WangWuchen Li
2020-01-13
The Effectiveness of Supervised Machine Learning Algorithms in Predicting Software Refactoring
Maurício AnicheErick MazieroRafael DurelliVinicius Durelli
2020-01-10
Machine-learning classifiers for logographic name matching in public health applications: approaches for incorporating phonetic, visual, and keystroke similarity in large-scale probabilistic record linkage
Philip A. CollenderZhiyue Tom HuCharles LiQu ChengXintong LiYue YouSong LiangChanghong YangJustin V. Remais
2020-01-07
A Rule-Based Model for Victim Prediction
Murat OzerNelly ElsayedSaid VarliogluChengcheng Li
2020-01-06
Question Type Classification Methods Comparison
Tamirlan Seidakhmetov
2020-01-03
Coresets for Accelerating Incremental Gradient Methods
Anonymous
2020-01-01
Automatically Learning Feature Crossing from Model Interpretation for Tabular Data
Anonymous
2020-01-01
Supervised learning with incomplete data via sparse representations
Anonymous
2020-01-01
A Dynamic Sampling Adaptive-SGD Method for Machine Learning
Achraf BahamouDonald Goldfarb
2019-12-31
Customers Churn Prediction in Financial Institution Using Artificial Neural Network
Kamorudeen A. AmudaAdesesan B. Adeyemo
2019-12-23
Empirical Comparisons of CNN with Other Learning Algorithms for Text Classification in Legal Document Review
Robert KeelingRishi ChhatwalNathaniel Huber-FlifletJianping ZhangFusheng WeiHaozhen ZhaoShi YeHan Qin
2019-12-19
“Where is My Parcel?” Fast and Efficient Classifiers to Detect User Intent in Natural Language
| Constantina NicolaouAmal VaidyaFabon DzogangDavid WardropeNikos Konstantinidis
2019-12-16
A Novel Automation-Assisted Cervical Cancer Reading Method Based on Convolutional Neural Network
Yao XiangWanxin SunChangli PanMeng YanZhihua YinYixiong Liang
2019-12-14
Trident: Efficient 4PC Framework for Privacy Preserving Machine Learning
Rahul RachuriAjith Suresh
2019-12-05
Detecting Bot Behaviour in Social Media using Digital DNA Compression
| Nivranshu PasrichaConor Hayes
2019-12-05
Bayesian Group Selection in Logistic Regression with Application to MRI Data Analysis
Kyoungjae LeeXuan Cao
2019-12-04
A Hidden Variables Approach to Multilabel Logistic Regression
Jaemoon LeeHoda Shajari
2019-12-03
The Comparison of Methods for Individual Treatment Effect Detection
Aleksey BuzmakovDaria SemenovaMaria Temirkaeva
2019-12-03
Factor Analysis on Citation, Using a Combined Latent and Logistic Regression Model
Namjoon SuhXiaoming HuoEric HeimLee Seversky
2019-12-02
Stochastic Variational Inference via Upper Bound
Chunlin JiHaige Shen
2019-12-02
First order expansion of convex regularized estimators
Pierre BellecArun Kuchibhotla
2019-12-01
Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party Computation
Devin ReichAriel TodokiRafael DowsleyMartine De CockAnderson Nascimento
2019-12-01
A First-Order Algorithmic Framework for Distributionally Robust Logistic Regression
| Jiajin LiSen HuangAnthony Man-Cho So
2019-12-01
A Quasi-Newton Method Based Vertical Federated Learning Framework for Logistic Regression
Kai YangTao FanTianjian ChenYuanming ShiQiang Yang
2019-12-01
Qini-based Uplift Regression
Mouloud BelbahriAlejandro MuruaOlivier GandouetVahid Partovi Nia
2019-11-28
Conditional Hierarchical Bayesian Tucker Decomposition
Adam SandlerDiego KlabjanYuan Luo
2019-11-27
Differentially Private Federated Variational Inference
| Mrinank SharmaMichael HutchinsonSiddharth SwaroopAntti HonkelaRichard E. Turner
2019-11-24
DTF: Deep Tensor Factorization for Predicting Anticancer Drug Synergy
Zexuan SunShujun HuangPeiran JiangPingzhao Hu
2019-11-23
Shape Detection In 2D Ultrasound Images
Ruturaj GoleHaixia WuSubho Ghose
2019-11-22
Parallel Distributed Logistic Regression for Vertical Federated Learning without Third-Party Coordinator
Shengwen YangBing RenXuhui ZhouLiping Liu
2019-11-22
Learning Spatial Fusion for Single-Shot Object Detection
| Songtao LiuDi HuangYunhong Wang
2019-11-21
Predicting overweight and obesity in later life from childhood data: A review of predictive modeling approaches
Ilkka RautiainenSami Äyrämö
2019-11-19
AI-based Pilgrim Detection using Convolutional Neural Networks
Marwa Ben JabraAdel AmmarAnis KoubaaOmar CheikhrouhouHabib Hamam
2019-11-18
Exploiting Token and Path-based Representations of Code for Identifying Security-Relevant Commits
Achyudh RamJi XinMeiyappan NagappanYaoliang YuRocío Cabrera LozoyaAntonino SabettaJimmy Lin
2019-11-15
TASTE: Temporal and Static Tensor Factorization for Phenotyping Electronic Health Records
Ardavan AfsharIoakeim PerrosHaesun ParkChristopher deFilippiXiaowei YanWalter StewartJoyce HoJimeng Sun
2019-11-13
A Model of Double Descent for High-dimensional Binary Linear Classification
Zeyu DengAbla KammounChristos Thrampoulidis
2019-11-13
Activity Monitoring of Islamic Prayer (Salat) Postures using Deep Learning
Anis KoubaaAdel AmmarBilel BenjdiraAbdullatif Al-HadidBelal KawafSaleh Ali Al-YahriAbdelrahman BabikerKoutaiba AssafMohannad Ba Ras
2019-11-11
Subjective Sentiment Analysis for Arabic Newswire Comments
Sadik BessouRania Aberkane
2019-11-09
Laplacian Smoothing Stochastic Gradient Markov Chain Monte Carlo
Bao WangDifan ZouQuanquan GuStanley Osher
2019-11-02
Efficient Feature Selection techniques for Sentiment Analysis
Avinash MadasuSivasankar E
2019-11-01
Robust contrastive learning and nonlinear ICA in the presence of outliers
Hiroaki SasakiTakashi TakenouchiRicardo MontiAapo Hyvärinen
2019-11-01
On the Interaction Between Deep Detectors and Siamese Trackers in Video Surveillance
Madhu KiranVivek TiwariLe Thanh Nguyen-MeidineEric Granger
2019-10-31
A Classifiers Voting Model for Exit Prediction of Privately Held Companies
Giuseppe Carlo CalafioreMarisa Hillary MoralesVittorio TiozzoSerge Marquie
2019-10-30
A First-Order Algorithmic Framework for Wasserstein Distributionally Robust Logistic Regression
Jiajin LiSen HuangAnthony Man-Cho So
2019-10-28
Missing Not at Random in Matrix Completion: The Effectiveness of Estimating Missingness Probabilities Under a Low Nuclear Norm Assumption
| Wei MaGeorge H. Chen
2019-10-28
Detection of Adversarial Attacks and Characterization of Adversarial Subspace
Mohammad EsmaeilpourPatrick CardinalAlessandro Lameiras Koerich
2019-10-26
Train Where the Data is: A Case for Bandwidth Efficient Coded Training
Zhifeng LinKrishna Giri NarraMingchao YuSalman AvestimehrMurali Annavaram
2019-10-22
Adaptive Gradient Descent without Descent
| Yura MalitskyKonstantin Mishchenko
2019-10-21
A Stochastic Extra-Step Quasi-Newton Method for Nonsmooth Nonconvex Optimization
Minghan YangAndre MilzarekZaiwen WenTong Zhang
2019-10-21
Safe-Bayesian Generalized Linear Regression
Rianne de HeideAlisa KirichenkoNishant MehtaPeter Grünwald
2019-10-21
Excess risk bounds in robust empirical risk minimization
Stanislav MinskerTimothée Mathieu
2019-10-16
Aerial Images Processing for Car Detection using Convolutional Neural Networks: Comparison between Faster R-CNN and YoloV3
Adel AmmarAnis KoubaaMohanned AhmedAbdulrahman Saad
2019-10-16
OmniTrack: Real-time detection and tracking of objects, text and logos in video
Hannes FassoldRidouane Ghermi
2019-10-14
First order expansion of convex regularized estimators
Pierre C BellecArun K Kuchibhotla
2019-10-12
Quantification of the Leakage in Federated Learning
Zhaorui LiZhicong HuangChaochao ChenCheng Hong
2019-10-12
Deep Neural Network Compression for Image Classification and Object Detection
| Georgios TzelepisAhraz AsifSaimir BaciSelcuk CavdarEren Erdal Aksoy
2019-10-07
Predicting popularity of EV charging infrastructure from GIS data
Milan StrakaPasquale De FalcoGabriella FerruzziDaniela ProtoGijs van der PoelShahab KhormaliĽuboš Buzna
2019-10-06
On Tractable Computation of Expected Predictions
| Pasha KhosraviYooJung ChoiYitao LiangAntonio VergariGuy Van den Broeck
2019-10-05
PINFER: Privacy-Preserving Inference for Machine Learning
Marc JoyeFabien A. P. Petitcolas
2019-10-04
Nonasymptotic estimates for Stochastic Gradient Langevin Dynamics under local conditions in nonconvex optimization
Ying ZhangÖmer Deniz AkyildizTheodoros DamoulasSotirios Sabanis
2019-10-04
YOLO Nano: a Highly Compact You Only Look Once Convolutional Neural Network for Object Detection
| Alexander WongMahmoud FamuoriMohammad Javad ShafieeFrancis LiBrendan ChwylJonathan Chung
2019-10-03
Kidney Recognition in CT Using YOLOv3
Andréanne Lemay
2019-10-03
Ground-to-Aerial Image Geo-Localization With a Hard Exemplar Reweighting Triplet Loss
Sudong Cai Yulan Guo Salman Khan Jiwei Hu Gongjian Wen
2019-10-01
Churn Prediction with Sequential Data and Deep Neural Networks. A Comparative Analysis
| C. Gary MenaArno De CaignyKristof CoussementKoen W. De BockStefan Lessmann
2019-09-24
Machine Learning Optimization Algorithms & Portfolio Allocation
Sarah PerrinThierry Roncalli
2019-09-23
Using theoretical ROC curves for analysing machine learning binary classifiers
Luma OmarIoannis Ivrissimtzis
2019-09-21
Instagram Fake and Automated Account Detection
| Fatih Cagatay AkyonEsat Kalfaoglu
2019-09-13
Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classification
| Michel OleynikAmila KugicZdenko KasáčMarkus Kreuzthaler
2019-09-12
Byzantine-Resilient Stochastic Gradient Descent for Distributed Learning: A Lipschitz-Inspired Coordinate-wise Median Approach
Haibo YangXin ZhangMinghong FangJia Liu
2019-09-10
Argument Component Classification for Classroom Discussions
Luca LuginiDiane Litman
2019-09-06
Decentralized Stochastic Gradient Tracking for Non-convex Empirical Risk Minimization
Jiaqi ZhangKeyou You
2019-09-06
Restricted Minimum Error Entropy Criterion for Robust Classification
Yuanhao LiBadong ChenNatsue YoshimuraYasuharu Koike
2019-09-06
A Pólya-Gamma Sampler for a Generalized Logistic Regression
Luciana Dalla ValleFabrizio LeisenLuca RossiniWeixuan Zhu
2019-09-06
Accelerated Information Gradient flow
Yifei WangWuchen Li
2019-09-04
Training-Time-Friendly Network for Real-Time Object Detection
| Zili LiuTu ZhengGuodong XuZheng YangHaifeng LiuDeng Cai
2019-09-02
HishabNet: Detection, Localization and Calculation of Handwritten Bengali Mathematical Expressions
Md Nafee Al IslamSiamul Karim Khan
2019-09-02
Detecting floodwater on roadways from image data with handcrafted features and deep transfer learning
Cem SazaraMecit CetinKhan M. Iftekharuddin
2019-08-31
GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning
Anis ElgabliJihong ParkAmrit S. BediMehdi BennisVaneet Aggarwal
2019-08-30
White-box vs Black-box: Bayes Optimal Strategies for Membership Inference
Alexandre SablayrollesMatthijs DouzeYann OllivierCordelia SchmidHervé Jégou
2019-08-29
Constructing Self-motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial Approach
| Qing LianFengmao LvLixin DuanBoqing Gong
2019-08-26
AppsPred: Predicting Context-Aware Smartphone Apps using Random Forest Learning
Iqbal H. SarkerKhaled Salah
2019-08-26
Ontology alignment: A Content-Based Bayesian Approach
Vladimir MenkovPaul Kantor
2019-08-24
Adaptive Segmentation of Knee Radiographs for Selecting the Optimal ROI in Texture Analysis
Neslihan BayramogluAleksei TiulpinJukka HirvasniemiMiika T. NieminenSimo Saarakkala
2019-08-21
Compliance Change Tracking in Business Process Services
Srikanth G TamilselvamAnkush GuptaArvind Agarwal
2019-08-20
A Fast and Accurate One-Stage Approach to Visual Grounding
| Zhengyuan YangBoqing GongLiwei WangWenbing HuangDong YuJiebo Luo
2019-08-18
Least Squares Approximation for a Distributed System
| Xuening ZhuFeng LiHansheng Wang
2019-08-14
Predicting Eating Events in Free Living Individuals -- A Technical Report
Jiayi WangJiue-An YangSupun NakandalaArun KumarMarta M. Jankowska
2019-08-14
Towards Linearization Machine Learning Algorithms
Steve Tueno
2019-08-14
Explicit Shape Encoding for Real-Time Instance Segmentation
| Wenqiang XuHaiyang WangFubo QiCewu Lu
2019-08-12
Dynamic Region Division for Adaptive Learning Pedestrian Counting
Gaoqi HeZhenwei MaBinhao HuangBin ShengYubo Yuan
2019-08-12
Modeling Engagement Dynamics of Online Discussions using Relativistic Gravitational Theory
Subhabrata DuttaDipankar DasTanmoy Chakraborty
2019-08-10
Goodness-of-fit testing in high-dimensional generalized linear models
Jana JankováRajen D. ShahPeter BühlmannRichard J. Samworth
2019-08-09
Mixed-Integer Optimization Approach to Learning Association Rules for Unplanned ICU Transfer
Chun-An ChouQingtao CaoShao-Jen WengChe-Hung Tsai
2019-08-02
Differential Privacy for Sparse Classification Learning
Puyu WangHai Zhang
2019-08-02
A Simple Approach to Classify Fictional and Non-Fictional Genres
Mohammed Rameez QureshiSidharth RanjanRajakrishnan RajkumarKushal Shah
2019-08-01
A Deep Learning Approach to Language-independent Gender Prediction on Twitter
Reyhaneh Hashempour
2019-08-01
NLP Automation to Read Radiological Reports to Detect the Stage of Cancer Among Lung Cancer Patients
Khushbu GuptaRatchainant ThammasudjaritAmmarin Thakkinstian
2019-08-01
ST MADAR 2019 Shared Task: Arabic Fine-Grained Dialect Identification
Mourad AbbasMohamed LichouriAbed Alhakim Freihat
2019-08-01
A distantly supervised dataset for automated data extraction from diagnostic studies
Christopher NormanMariska LeeflangRen{\'e} SpijkerEvangelos KanoulasAur{\'e}lie N{\'e}v{\'e}ol
2019-08-01
Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial Forensics
Mark WeberGiacomo DomeniconiJie ChenDaniel Karl I. WeideleClaudio BelleiTom RobinsonCharles E. Leiserson
2019-07-31
Deep Learning Models to Predict Pediatric Asthma Emergency Department Visits
Xiao WangZhijie WangYolande M. PengetnzeBarry S. LachmanVikas Chowdhry
2019-07-25
SlimYOLOv3: Narrower, Faster and Better for Real-Time UAV Applications
| Pengyi ZhangYunxin ZhongXiaoqiong Li
2019-07-25
Hyperlink Regression via Bregman Divergence
Akifumi OkunoHidetoshi Shimodaira
2019-07-22
Leveraging Knowledge Bases And Parallel Annotations For Music Genre Translation
| Elena V. EpureAnis KhlifRomain Hennequin
2019-07-18
The Bregman-Tweedie Classification Model
Hyenkyun Woo
2019-07-16
Mid-price Prediction Based on Machine Learning Methods with Technical and Quantitative Indicators
Adamantios NtakarisJuho KanniainenMoncef GabboujAlexandros Iosifidis
2019-07-13
Globally Convergent Newton Methods for Ill-conditioned Generalized Self-concordant Losses
| Ulysse Marteau-FereyFrancis BachAlessandro Rudi
2019-07-03
Learning to Identify Patients at Risk of Uncontrolled Hypertension Using Electronic Health Records Data
Ramin MohammadiSarthak JainStephen AgboolaRamya PalachollaSagar KamarthiByron C. Wallace
2019-06-28
On Physical Adversarial Patches for Object Detection
Mark LeeZico Kolter
2019-06-20
Semi-supervised Logistic Learning Based on Exponential Tilt Mixture Models
Xinwei ZhangZhiqiang Tan
2019-06-19
PET/CT Radiomic Sequencer for Prediction of EGFR and KRAS Mutation Status in NSCLC Patients
Isaac ShiriHassan MalekiGhasem HajianfarHamid AbdollahiSaeed AshrafiniaMathieu HattMehrdad OveisiArman Rahmim
2019-06-15
RECAL: Reuse of Established CNN classifer Apropos unsupervised Learning paradigm
Jayasree SahaJayanta Mukhopadhyay
2019-06-15
Interpretable Few-Shot Learning via Linear Distillation
Arip AsadulaevIgor KuznetsovAndrey Filchenkov
2019-06-13
Gradient Descent Maximizes the Margin of Homogeneous Neural Networks
| Kaifeng LyuJian Li
2019-06-13
Assisted Excitation of Activations: A Learning Technique to Improve Object Detectors
Mohammad Mahdi DerakhshaniSaeed MasoudniaAmir Hossein ShakerOmid MersaMohammad Amin SadeghiMohammad RastegariBabak N. Araabi
2019-06-12
Heterogeneous network approach to predict individuals' mental health
Shikang LiuFatemeh VahedianDavid HachenOmar LizardoChristian PoellabauerAaron StriegelTijana Milenkovic
2019-06-11
The Impact of Regularization on High-dimensional Logistic Regression
Fariborz SalehiEhsan AbbasiBabak Hassibi
2019-06-10
Coresets for Data-efficient Training of Machine Learning Models
Baharan MirzasoleimanJeff BilmesJure Leskovec
2019-06-05
Privacy-Preserving Classification of Personal Text Messages with Secure Multi-Party Computation: An Application to Hate-Speech Detection
Devin ReichAriel TodokiRafael DowsleyMartine De CockAnderson C. A. Nascimento
2019-06-05
A Deep Learning Framework for Classification of in vitro Multi-Electrode Array Recordings
Yun ZhaoElmer GuzmanMorgane AudouardZhuowei ChengPaulK. HansmaKenneth S. KosikLinda Petzold
2019-06-05
A Study of Feature Extraction techniques for Sentiment Analysis
Avinash MadasuSivasankar E
2019-06-04
Expectation and Locality Effects in the Prediction of Disfluent Fillers and Repairs in English Speech
Samvit DammalapatiRajakrishnan RajkumarSumeet Agarwal
2019-06-01
ABARUAH at SemEval-2019 Task 5 : Bi-directional LSTM for Hate Speech Detection
Arup BaruahFerdous BarbhuiyaKuntal Dey
2019-06-01
MITRE at SemEval-2019 Task 5: Transfer Learning for Multilingual Hate Speech Detection
Abigail GertnerJohn HendersonElizabeth MerkhoferAmy MarshBen WellnerGuido Zarrella
2019-06-01
TUVD team at SemEval-2019 Task 6: Offense Target Identification
Elena ShushkevichJohn CardiffPaolo Rosso
2019-06-01
Duluth at SemEval-2019 Task 4: The Pioquinto Manterola Hyperpartisan News Detector
Saptarshi SenguptaTed Pedersen
2019-06-01
DBMS-KU at SemEval-2019 Task 9: Exploring Machine Learning Approaches in Classifying Text as Suggestion or Non-Suggestion
Tirana FatyanosaAl Hafiz Akbar Maulana SiagianMasayoshi Aritsugi
2019-06-01
Overcoming the bottleneck in traditional assessments of verbal memory: Modeling human ratings and classifying clinical group membership
ChChelsea lerPeter W. FoltzJian ChengJared C. BernsteinElizabeth P. RosenfeldAlex S. CohenTerje B. HolmlundBrita Elvev{\aa}g
2019-06-01
On approximating dropout noise injection
Natalie Schluter
2019-05-27
Harry Potter and the Action Prediction Challenge from Natural Language
| David VilaresCarlos Gómez-Rodríguez
2019-05-27
On Coresets for Regularized Loss Minimization
Ryan R. CurtinSungjin ImBen MoseleyKirk PruhsAlireza Samadian
2019-05-26
FSD: Feature Skyscraper Detector for Stem End and Blossom End of Navel Orange
Xiaoye SunGongyan LiShaoyun Xu
2019-05-24
Glioma Grade Prediction Using Wavelet Scattering-Based Radiomics
Qijian ChenLihui WangLi WangZeyu DengJian ZhangYuemin Zhu
2019-05-23
Naive Feature Selection: Sparsity in Naive Bayes
Armin AskariAlexandre d'AspremontLaurent El Ghaoui
2019-05-23
Convolutional Restricted Boltzmann Machine Based-Radiomics for Prediction of Pathological Complete Response to Neoadjuvant Chemotherapy in Breast Cancer
Li WangLihui WangQijian ChenCaixia SunXinyu ChengYuemin Zhu
2019-05-23
Better Technical Debt Detection via SURVEYing
Fahmid M. FahidZhe YuTim Menzies
2019-05-20
Disentangled Attribution Curves for Interpreting Random Forests and Boosted Trees
| Summer DevlinChandan SinghW. James MurdochBin Yu
2019-05-18
Attack and Anomaly Detection in IoT Sensors in IoT Sites Using Machine Learning Approaches
Mahmudul HasanMd. Milon IslamIshrak IslamM.M.A. Hashem
2019-05-11
Regression from Dependent Observations
Constantinos DaskalakisNishanth DikkalaIoannis Panageas
2019-05-08
F-measure Maximizing Logistic Regression
Masaaki OkabeJun TsuchidaHiroshi Yadohisa
2019-05-07
On Transfer Learning For Chatter Detection in Turning Using Wavelet Packet Transform and Empirical Mode Decomposition
Melih C. YesilliFiras A. KhasawnehAndreas Otto
2019-05-03
MoralStrength: Exploiting a Moral Lexicon and Embedding Similarity for Moral Foundations Prediction
| Oscar AraqueLorenzo GattiKyriaki Kalimeri
2019-04-17
Correlated Logistic Model With Elastic Net Regularization for Multilabel Image Classification
Qiang LiBo XieJane YouWei BianDacheng Tao
2019-04-17
Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving
| Jiwoong ChoiDayoung ChunHyun KimHyuk-Jae Lee
2019-04-09
Statistical characterization and classification of colon microarray gene expression data using multiple machine learning paradigms
Md. ManiruzzamanMd. Jahanur RahmanBenojir AhammedMd. Menhazul AbedinHarman S. SuriMainak BiswasAyman El-BazPetros BangeasGeorgios TsoulfasJasjit S. Suri
2019-04-08
Team QCRI-MIT at SemEval-2019 Task 4: Propaganda Analysis Meets Hyperpartisan News Detection
Abdelrhman SalehRamy BalyAlberto Barrón-CedeñoGiovanni Da San MartinoMitra MohtaramiPreslav NakovJames Glass
2019-04-06
Empirical Study of Deep Learning for Text Classification in Legal Document Review
Fusheng WeiHan QinShi YeHaozhen Zhao
2019-04-03
One neuron is more informative than a deep neural network for aftershock pattern forecasting
Arnaud MignanMarco Broccardo
2019-04-03
FCOS: Fully Convolutional One-Stage Object Detection
| Zhi TianChunhua ShenHao ChenTong He
2019-04-02
A proof of convergence of multi-class logistic regression network
Marek Rychlik
2019-03-29
Question Embeddings Based on Shannon Entropy: Solving intent classification task in goal-oriented dialogue system
| Aleksandr PerevalovDaniil KurushinRustam FaizrakhmanovFarida Khabibrakhmanova
2019-03-25
Interpretation of machine learning predictions for patient outcomes in electronic health records
| William La CavaChristopher BauerJason H. MooreSarah A Pendergrass
2019-03-14
Predicting class-imbalanced business risk using resampling, regularization, and model ensembling algorithms
Yan WangXuelei Sherry Ni
2019-03-13
What to Expect of Classifiers? Reasoning about Logistic Regression with Missing Features
| Pasha KhosraviYitao LiangYooJung ChoiGuy Van den Broeck
2019-03-05
Automatic Classification of Pathology Reports using TF-IDF Features
Shivam KalraLarry LiHamid R. Tizhoosh
2019-03-05
Integrating NVIDIA Deep Learning Accelerator (NVDLA) with RISC-V SoC on FireSim
| Farzad FarshchiQijing HuangHeechul Yun
2019-03-05
Stability of decision trees and logistic regression
Nino ArsovMartin PavlovskiLjupco Kocarev
2019-03-03
On the complexity of logistic regression models
Nicola BulsoMatteo MarsiliYasser Roudi
2019-03-01
Estimating Local Function Complexity via Mixture of Gaussian Processes
Danny PankninShinichi NakajimaThanh Binh BuiKlaus-Robert Müller
2019-02-27
Logarithmic Regret for parameter-free Online Logistic Regression
Joseph De VilmarestOlivier Wintenberger
2019-02-26
SuperTML: Two-Dimensional Word Embedding for the Precognition on Structured Tabular Data
| Baohua SunLin YangWenhan ZhangMichael LinPatrick DongCharles YoungJason Dong
2019-02-26
Evaluating Differentially Private Machine Learning in Practice
| Bargav JayaramanDavid Evans
2019-02-24
Optimizing Stochastic Gradient Descent in Text Classification Based on Fine-Tuning Hyper-Parameters Approach. A Case Study on Automatic Classification of Global Terrorist Attacks
Shadi Diab
2019-02-18
Bag of Freebies for Training Object Detection Neural Networks
| Zhi ZhangTong HeHang ZhangZhongyue ZhangJunyuan XieMu Li
2019-02-11
Assessing the Local Interpretability of Machine Learning Models
Dylan SlackSorelle A. FriedlerCarlos ScheideggerChitradeep Dutta Roy
2019-02-09
Scalable Nonparametric Sampling from Multimodal Posteriors with the Posterior Bootstrap
Edwin FongSimon LyddonChris Holmes
2019-02-08
Effectiveness of LSTMs in Predicting Congestive Heart Failure Onset
Sunil MallyaMarc OverhageNavneet SrivastavaTatsuya AraiCole Erdman
2019-02-07
Toward Sensor-based Sleep Monitoring with Electrodermal Activity Measures
William RomineTanvi BanerjeeGarrett Goodman
2019-01-31
ADMM-SOFTMAX : An ADMM Approach for Multinomial Logistic Regression
Samy Wu FungSanna TyrväinenLars RuthottoEldad Haber
2019-01-27
Trajectory Normalized Gradients for Distributed Optimization
Jianqiao WangniKe LiJianbo ShiJitendra Malik
2019-01-24
A Semi-Supervised Machine Learning Approach to Detecting Recurrent Metastatic Breast Cancer Cases Using Linked Cancer Registry and Electronic Medical Record Data
Albee Y. LingAllison W. KurianJennifer L. Caswell-JinGeorge W. Sledge Jr.Nigam H. ShahSuzanne R. Tamang
2019-01-17
Spatial Filtering Pipeline Evaluation of Cortically Coupled Computer Vision System for Rapid Serial Visual Presentation
Zhengwei WangGraham HealyAlan F. SmeatonTomas E. Ward
2019-01-15
Event detection in Twitter: A keyword volume approach
| Ahmad Hany HossnyLewis Mitchell
2019-01-03
An Automatic Interaction Detection Hybrid Model for Bankcard Response Classification
Yan WangXuelei Sherry NiBrian Stone
2019-01-02
A Descriptive Study of Variable Discretization and Cost-Sensitive Logistic Regression on Imbalanced Credit Data
Lili ZhangHerman RayJennifer PriestleySoon Tan
2018-12-28
Car Detection using Unmanned Aerial Vehicles: Comparison between Faster R-CNN and YOLOv3
| Bilel BenjdiraTaha KhursheedAnis KoubaaAdel AmmarKais Ouni
2018-12-28
Classification of radiology reports by modality and anatomy: A comparative study
Marina BenderskyJoy WuTanveer Syeda-Mahmood
2018-12-27
Neural networks versus Logistic regression for 30 days all-cause readmission prediction
Ahmed AllamMate NagyGeorge ThomaMichael Krauthammer
2018-12-22
Ecological Data Analysis Based on Machine Learning Algorithms
Md. Siraj-Ud-DoulaMd. Ashad Alam
2018-12-21
Algorithmic Theory of ODEs and Sampling from Well-conditioned Logconcave Densities
Yin Tat LeeZhao SongSantosh S. Vempala
2018-12-15
Identification of Cancer -- Mesothelioma Disease Using Logistic Regression and Association Rule
Avishek Choudhury
2018-12-11
Learning Sharing Behaviors with Arbitrary Numbers of Agents
Katherine MetcalfBarry-John TheobaldNicholas Apostoloff
2018-12-10
A two-stage hybrid model by using artificial neural networks as feature construction algorithms
Yan WangXuelei Sherry NiBrian Stone
2018-12-06
Predicting pregnancy using large-scale data from a women's health tracking mobile application
| Bo LiuShuyang ShiYongshang WuDaniel ThomasLaura SymulEmma PiersonJure Leskovec
2018-12-05
Jeffreys-prior penalty, finiteness and shrinkage in binomial-response generalized linear models
Ioannis KosmidisDavid Firth
2018-12-05
Predicting Blood Pressure Response to Fluid Bolus Therapy Using Attention-Based Neural Networks for Clinical Interpretability
Uma M. GirkarRyo UchimidoLi-wei H. LehmanPeter SzolovitsLeo CeliWei-Hung Weng
2018-12-03
Efficient inference for time-varying behavior during learning
Nicholas G. RoyJi Hyun BakAthena AkramiCarlos BrodyJonathan W. Pillow
2018-12-01
Effective Ways to Build and Evaluate Individual Survival Distributions
| Humza HaiderBret HoehnSarah DavisRussell Greiner
2018-11-28
Strike (with) a Pose: Neural Networks Are Easily Fooled by Strange Poses of Familiar Objects
| Michael A. AlcornQi LiZhitao GongChengfei WangLong MaiWei-Shinn KuAnh Nguyen
2018-11-28
Differential Private Stack Generalization with an Application to Diabetes Prediction
Quanming YaoXiawei GuoJames T. KwokWeiWei TuYuqiang ChenWenyuan DaiQiang Yang
2018-11-23
Dancing in the Dark: Private Multi-Party Machine Learning in an Untrusted Setting
| Clement FungJamie KoernerStewart GrantIvan Beschastnikh
2018-11-23
Single-Label Multi-Class Image Classification by Deep Logistic Regression
Qi DongXiatian ZhuShaogang Gong
2018-11-20
The Mafiascum Dataset: A Large Text Corpus for Deception Detection
Bob de RuiterGeorge Kachergis
2018-11-19
Model change detection with application to machine learning
Yuheng BuJiaxun LuVenugopal V. Veeravalli
2018-11-19
An Analysis of the Semantic Annotation Task on the Linked Data Cloud
Gagnon MichelZouaq AmalAranha FranciscoEnsan FaezehJean-Louis Ludovic
2018-11-13
Adapting multi-armed bandits policies to contextual bandits scenarios
| David Cortes
2018-11-11
Stacked Penalized Logistic Regression for Selecting Views in Multi-View Learning
Wouter van LoonMarjolein FokkemaBotond SzaboMark de Rooij
2018-11-06
Sparse Logistic Regression Learns All Discrete Pairwise Graphical Models
| Shanshan WuSujay SanghaviAlexandros G. Dimakis
2018-10-28
Condition Number Analysis of Logistic Regression, and its Implications for Standard First-Order Solution Methods
Robert M. FreundPaul GrigasRahul Mazumder
2018-10-20
Concise Explanations of Neural Networks using Adversarial Training
Prasad ChalasaniJiefeng ChenAmrita Roy ChowdhurySomesh JhaXi Wu
2018-10-15
Construction and assessment of prediction rules for binary outcome in the presence of missing predictor data using multiple imputation: theoretical perspective and data-based evaluation
B. J. A. MertensE. BanzatoL. C. de Wreede
2018-10-11
Deep clustering: On the link between discriminative models and K-means
| Mohammed JabiMarco PedersoliAmar MiticheIsmail Ben Ayed
2018-10-09
Feature Selection Approach with Missing Values Conducted for Statistical Learning: A Case Study of Entrepreneurship Survival Dataset
Diego NascimentoAnderson AraFrancisco Louzada Neto
2018-10-02
Band Assignment in Dual Band Systems: A Learning-based Approach
Daoud BurghalRui WangAndreas F. Molisch
2018-10-02
Detecting Satire in the News with Machine Learning
Andreas Stöckl
2018-10-01
Predicting News Headline Popularity with Syntactic and Semantic Knowledge Using Multi-Task Learning
Sotiris LamprinidisDaniel HardtDirk Hovy
2018-10-01
Using Lexical Alignment and Referring Ability to Address Data Sparsity in Situated Dialog Reference Resolution
Todd ShoreGabriel Skantze
2018-10-01
Deep Learning for Social Media Health Text Classification
Santosh TokalaVaibhav GambhirAnimesh Mukherjee
2018-10-01
A hybrid pipeline of rules and machine learning to filter web-crawled parallel corpora
Eduard BarbuVerginica Barbu Mititelu
2018-10-01
UTFPR at WMT 2018: Minimalistic Supervised Corpora Filtering for Machine Translation
Gustavo Paetzold
2018-10-01
Supervised Nonnegative Matrix Factorization to Predict ICU Mortality Risk
Guoqing ChaoChengsheng MaoFei WangYuan ZhaoYuan Luo
2018-09-27
Revisit Multinomial Logistic Regression in Deep Learning: Data Dependent Model Initialization for Image Recognition
Bowen ChengRong XiaoYandong GuoYuxiao HuJianfeng WangLei Zhang
2018-09-17
Optimizing class partitioning in multi-class classification using a descriptive control language
Peter Mills
2018-09-16
Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training
| Peng XuAndrea MadottoChien-Sheng WuJi Ho ParkPascale Fung
2018-09-12
Does Your Phone Know Your Touch?
John PeruzziPhillip Andrew WingardDavid Zucker
2018-09-10
Boosting Binary Optimization via Binary Classification: A Case Study of Job Shop Scheduling
| Oleg V. ShyloHesam Shams
2018-08-31
predictSLUMS: A new model for identifying and predicting informal settlements and slums in cities from street intersections using machine learning
Mohamed R. IbrahimHelena TitheridgeTao ChengJames Haworth
2018-08-14
Code-Mixed Sentiment Analysis Using Machine Learning and Neural Network Approaches
Pruthwik MishraPrathyusha DandaPranav Dhakras
2018-08-09
Belief likelihood function for generalised logistic regression
Fabio Cuzzolin
2018-08-07
Structure Learning for Relational Logistic Regression: An Ensemble Approach
Nandini RamananGautam KunapuliTushar KhotBahare FatemiSeyed Mehran KazemiDavid PooleKristian KerstingSriraam Natarajan
2018-08-06
Unbiased Implicit Variational Inference
| Michalis K. TitsiasFrancisco J. R. Ruiz
2018-08-06
Improved survival of cancer patients admitted to the ICU between 2002 and 2011 at a U.S. teaching hospital
Chris SauerJinghui DongLeo CeliDaniele Ramazzotti
2018-08-06
Merging Datasets for Aggressive Text Identification
Paula FortunaJos{\'e} FerreiraLuiz PiresGuilherme RoutarS{\'e}rgio Nunes
2018-08-01
Aggression Identification Using Deep Learning and Data Augmentation
Julian RischRalf Krestel
2018-08-01
TRAVERSAL at PARSEME Shared Task 2018: Identification of Verbal Multiword Expressions Using a Discriminative Tree-Structured Model
Jakub Waszczuk
2018-08-01
The impact of imbalanced training data on machine learning for author name disambiguation
Jinseok KimJenna Kim
2018-07-30
Propensity score estimation using classification and regression trees in the presence of missing covariate data
Bas B. L. Penning de VriesMaarten van SmedenRolf H. H. Groenwold
2018-07-25
Comparison of methods for early-readmission prediction in a high-dimensional heterogeneous covariates and time-to-event outcome framework
Simon BussyRaphaël VeilVincent LootenAnita BurgunStéphane GaïffasAgathe GuillouxBrigitte RanqueAnne-Sophie Jannot
2018-07-25
Question Relevance in Visual Question Answering
Prakruthi PrabhakarNitish KulkarniLinghao Zhang
2018-07-23
Machine Learning Classifiers Do Not Improve the Prediction of Academic Risk: Evidence from Australia
| Sarah Cornell-FarrowRobert Garrard
2018-07-19
Automatic Identification of Ineffective Online Student Questions in Computing Education
Qiang HaoApril GalyardtBradley BarnesRobert Maribe BranchEwan Wright
2018-07-18
Comparative study of Discrete Wavelet Transforms and Wavelet Tensor Train decomposition to feature extraction of FTIR data of medicinal plants
Pavel KharyukDmitry NazarenkoIvan Oseledets
2018-07-18
A feature agnostic approach for glaucoma detection in OCT volumes
| Stefan MaetschkeBhavna AntonyHiroshi IshikawaGadi WollsteinJoel S. SchumanRahil Garnavi
2018-07-12
Logistic Regression, Neural Networks and Dempster-Shafer Theory: a New Perspective
Thierry Denoeux
2018-07-05
Adversarial Robustness Toolbox v1.0.0
| Maria-Irina NicolaeMathieu SinnMinh Ngoc TranBeat BuesserAmbrish RawatMartin WistubaValentina ZantedeschiNathalie BaracaldoBryant ChenHeiko LudwigIan M. MolloyBen Edwards
2018-07-03
Breast Cancer Diagnosis via Classification Algorithms
Reihaneh Entezari
2018-07-03
Not that much power: Linguistic alignment is influenced more by low-level linguistic features rather than social power
Yang XuJeremy ColeDavid Reitter
2018-07-01
Randomized Block Cubic Newton Method
Nikita DoikovPeter RichtarikUniversity Edinburgh
2018-07-01
Probabilistic Bisection with Spatial Metamodels
Sergio RodriguezMike Ludkovski
2018-06-30
Opinion Dynamics Modeling for Movie Review Transcripts Classification with Hidden Conditional Random Fields
Valentin BarriereChloé ClavelSlim Essid
2018-06-20
Towards the identification of Parkinson's Disease using only T1 MR Images
Sara SoltaninejadIrene ChengAnup Basu
2018-06-19
Laplacian Smoothing Gradient Descent
| Stanley OsherBao WangPenghang YinXiyang LuoFarzin BarekatMinh PhamAlex Lin
2018-06-17
Lightweight Stochastic Optimization for Minimizing Finite Sums with Infinite Data
Shuai ZhengJames T. Kwok
2018-06-08
A Machine Learning Framework for Stock Selection
| XingYu FuJinHong DuYiFeng GuoMingWen LiuTao DongXiuWen Duan
2018-06-05
Data-driven Localization and Estimation of Disturbance in the Interconnected Power System
Hyang-Won LeeJianan ZhangEytan Modiano
2018-06-04
Role-specific Language Models for Processing Recorded Neuropsychological Exams
Tuka Al HanaiRhoda AuJames Glass
2018-06-01
Scalable Wide and Deep Learning for Computer Assisted Coding
Marilisa AmoiaFrank DiehlJesus GimenezJoel PintoRaphael SchumannFabian StemmerPaul VozilaYi Zhang
2018-06-01
Prediction for the Newsroom: Which Articles Will Get the Most Comments?
Carl AmbroselliJulian RischRalf KrestelAndreas Loos
2018-06-01
PlusEmo2Vec at SemEval-2018 Task 1: Exploiting emotion knowledge from emoji and \#hashtags
Ji Ho ParkPeng XuPascale Fung
2018-06-01
\#TeamINF at SemEval-2018 Task 2: Emoji Prediction in Tweets
Alison RibeiroN{\'a}dia Silva
2018-06-01
ALANIS at SemEval-2018 Task 3: A Feature Engineering Approach to Irony Detection in English Tweets
Kevin SwanbergMadiha MirzaTed PedersenZhenduo Wang
2018-06-01
MITRE at SemEval-2018 Task 11: Commonsense Reasoning without Commonsense Knowledge
Elizabeth MerkhoferJohn HendersonDavid BloomLaura StrickhartGuido Zarrella
2018-06-01
Context Based Approach for Second Language Acquisition
| Nihal V. NayakArjun R. Rao
2018-06-01
Deep Factorization Machines for Knowledge Tracing
| Jill-J{\^e}nn Vie
2018-06-01
Duluth UROP at SemEval-2018 Task 2: Multilingual Emoji Prediction with Ensemble Learning and Oversampling
Shuning JinTed Pedersen
2018-05-25
Meta-learning with differentiable closed-form solvers
| Luca BertinettoJoão F. HenriquesPhilip H. S. TorrAndrea Vedaldi
2018-05-21
Distribution-based Label Space Transformation for Multi-label Learning
Zongting LyuYan YanFei Wu
2018-05-15
Stochastic Approximation EM for Logistic Regression with Missing Values
Wei JiangJulie JosseMarc LavielleTraumabase group
2018-05-11
Deep Factorization Machines for Knowledge Tracing
| Jill-Jênn Vie
2018-05-01
Auto-Detection of Safety Issues in Baby Products
Graham BleaneyMatthew KuzykJulian ManHossein MayanlooH. R. Tizhoosh
2018-04-27
The phase transition for the existence of the maximum likelihood estimate in high-dimensional logistic regression
Emmanuel J. CandesPragya Sur
2018-04-25
PlusEmo2Vec at SemEval-2018 Task 1: Exploiting emotion knowledge from emoji and #hashtags
Ji Ho ParkPeng XuPascale Fung
2018-04-23
Subsampled Optimization: Statistical Guarantees, Mean Squared Error Approximation, and Sampling Method
Rong ZhuJiming Jiang
2018-04-10
YOLOv3: An Incremental Improvement
| Joseph RedmonAli Farhadi
2018-04-08
The Tsetlin Machine - A Game Theoretic Bandit Driven Approach to Optimal Pattern Recognition with Propositional Logic
| Ole-Christoffer Granmo
2018-04-04
Performance evaluation and hyperparameter tuning of statistical and machine-learning models using spatial data
Patrick SchratzJannes MuenchowEugenia IturritxaJakob RichterAlexander Brenning
2018-03-29
Logistic Regression: The Importance of Being Improper
Dylan J. FosterSatyen KaleHaipeng LuoMehryar MohriKarthik Sridharan
2018-03-25
Domain Adaptation with Randomized Expectation Maximization
| Twan van LaarhovenElena Marchiori
2018-03-20
Snap ML: A Hierarchical Framework for Machine Learning
Celestine DünnerThomas ParnellDimitrios SarigiannisNikolas IoannouAndreea AnghelGummadi RaviMadhusudanan KandasamyHaralampos Pozidis
2018-03-16
Classifying Online Dating Profiles on Tinder using FaceNet Facial Embeddings
| Charles F JekelRaphael T. Haftka
2018-03-12
Influence of the Event Rate on Discrimination Abilities of Bankruptcy Prediction Models
Lili ZhangJennifer PriestleyXuelei Ni
2018-03-10
Integrated machine learning pipeline for aberrant biomarker enrichment (i-mAB): characterizing clusters of differentiation within a compendium of systemic lupus erythematosus patients
Trang T. LeNigel O. BlackwoodJaclyn N. TaroniWeixuan FuMatthew K. Breitenstein
2018-03-08
PRESISTANT: Learning based assistant for data pre-processing
Besim BilalliAlberto AbellóTomàs Aluja-BanetRobert Wrembel
2018-03-02
Deep Learning for Causal Inference
Vikas Ramachandra
2018-03-01
Automated design of collective variables using supervised machine learning
Mohammad M. SultanVijay S. Pande
2018-02-28
Predicting Recall Probability to Adaptively Prioritize Study
Shane MooneyKaren SunEric Bomgardner
2018-02-28
Dimensionally Tight Bounds for Second-Order Hamiltonian Monte Carlo
Oren MangoubiNisheeth K. Vishnoi
2018-02-24
Robust Estimation via Robust Gradient Estimation
Adarsh PrasadArun Sai SuggalaSivaraman BalakrishnanPradeep Ravikumar
2018-02-19
A Machine Learning Approach to Air Traffic Route Choice Modelling
Rodrigo MarcosOliva García-CantúRicardo Herranz
2018-02-19
Directly and Efficiently Optimizing Prediction Error and AUC of Linear Classifiers
Hiva GhanbariKatya Scheinberg
2018-02-07
Deep Learning Framework for Multi-class Breast Cancer Histology Image Classification
Yeeleng S. VangZhen ChenXiaohui Xie
2018-02-03
nflWAR: A Reproducible Method for Offensive Player Evaluation in Football
Ronald YurkoSamuel VenturaMaksim Horowitz
2018-02-03
When Does Stochastic Gradient Algorithm Work Well?
Lam M. NguyenNam H. NguyenDzung T. PhanJayant R. KalagnanamKatya Scheinberg
2018-01-18
Divide and Recombine for Large and Complex Data: Model Likelihood Functions using MCMC
Qi LiuAnindya BhadraWilliam S. Cleveland
2018-01-15
Graph-Sparse Logistic Regression
| Alexander LeNailLudwig SchmidtJohnathan LiTobias EhrenbergerKaren SachsStefanie JegelkaErnest Fraenkel
2017-12-15
RelNN: A Deep Neural Model for Relational Learning
| Seyed Mehran KazemiDavid Poole
2017-12-07
Bingo at IJCNLP-2017 Task 4: Augmenting Data using Machine Translation for Cross-linguistic Customer Feedback Classification
Heba ElfardyManisha SrivastavaWei XiaoJared KramerTarun Agarwal
2017-12-01
ADAPT Centre Cone Team at IJCNLP-2017 Task 5: A Similarity-Based Logistic Regression Approach to Multi-choice Question Answering in an Examinations Shared Task
Daria DzendzikAlberto PoncelasCarl VogelQun Liu
2017-12-01
JUNLP at IJCNLP-2017 Task 3: A Rank Prediction Model for Review Opinion Diversification
Monalisa DeyAnupam MondalDipankar Das
2017-12-01
Computing the quality of the Laplace approximation
Guillaume P. Dehaene
2017-11-24
Proximal Gradient Method with Extrapolation and Line Search for a Class of Nonconvex and Nonsmooth Problems
Lei Yang
2017-11-18
Accelerating Cross-Validation in Multinomial Logistic Regression with $\ell_1$-Regularization
| Tomoyuki ObuchiYoshiyuki Kabashima
2017-11-15
Analyzing Well-Formedness of Syllables in Japanese Sign Language
Satoshi YawataMakoto MiwaYutaka SasakiDaisuke Hara
2017-11-01
Adaptive Sampling Strategies for Stochastic Optimization
Raghu BollapragadaRichard ByrdJorge Nocedal
2017-10-30
Improve SAT-solving with Machine Learning
Haoze Wu
2017-10-30
Location-adjusted Wald statistics for scalar parameters
C. Di CaterinaI. Kosmidis
2017-10-30
The Implicit Bias of Gradient Descent on Separable Data
| Daniel SoudryElad HofferMor Shpigel NacsonSuriya GunasekarNathan Srebro
2017-10-27
Calibration of Machine Learning Classifiers for Probability of Default Modelling
Pedro G. FonsecaHugo D. Lopes
2017-10-24
Display advertising: Estimating conversion probability efficiently
Abdollah SafariRachel MacKay AltmanThomas M. Loughin
2017-10-24
NileTMRG at SemEval-2017 Task 4: Arabic Sentiment Analysis
Samhaa R. El-BeltagyMona El KalamawyAbu Bakr Soliman
2017-10-23
Spoken Language Biomarkers for Detecting Cognitive Impairment
Tuka AlhanaiRhoda AuJames Glass
2017-10-20
Causal Rule Sets for Identifying Subgroups with Enhanced Treatment Effect
Tong WangCynthia Rudin
2017-10-16
On stochastic and deterministic quasi-Newton methods for non-Strongly convex optimization: Asymptotic convergence and rate analysis
Farzad YousefianAngelia NedićUday Shanbhag
2017-10-16
Decentralized Online Learning with Kernels
Alec KoppelSantiago PaternainCedric RichardAlejandro Ribeiro
2017-10-11
Massive Open Online Courses Temporal Profiling for Dropout Prediction
Tom Rolandus HagedoornGerasimos Spanakis
2017-10-09
Sparse Classification and Phase Transitions: A Discrete Optimization Perspective
Dimitris BertsimasJean PauphiletBart Van Parys
2017-10-03
Identifying Nominals with No Head Match Co-references Using Deep Learning
M. StoneR. Arora
2017-10-02
Convergence Analysis of Distributed Stochastic Gradient Descent with Shuffling
Qi MengWei ChenYue WangZhi-Ming MaTie-Yan Liu
2017-09-29
Extreme Sparse Multinomial Logistic Regression: A Fast and Robust Framework for Hyperspectral Image Classification
Faxian CaoZhijing YangJinchang RenWing-Kuen Ling
2017-09-08
A Convergence Analysis for A Class of Practical Variance-Reduction Stochastic Gradient MCMC
Changyou ChenWenlin WangYizhe ZhangQinliang SuLawrence Carin
2017-09-04
Deeper Attention to Abusive User Content Moderation
John PavlopoulosProdromos MalakasiotisIon Androutsopoulos
2017-09-01
Zipporah: a Fast and Scalable Data Cleaning System for Noisy Web-Crawled Parallel Corpora
Hainan XuPhilipp Koehn
2017-09-01
Combining CNNs and Pattern Matching for Question Interpretation in a Virtual Patient Dialogue System
Lifeng JinMichael WhiteEvan JaffeLaura ZimmermanDouglas Danforth
2017-09-01
Using Gaze to Predict Text Readability
Ana Valeria Gonz{\'a}lez-Gardu{\~n}oAnders S{\o}gaard
2017-09-01
deepCybErNet at EmoInt-2017: Deep Emotion Intensities in Tweets
Vinayakumar RPremjith BSachin Kumar SSoman KPPoornachPrabaharan ran
2017-09-01
Identification of Character Adjectives from Mahabharata
Apurba PaulDipankar Das
2017-09-01
Unbiased Hamiltonian Monte Carlo with couplings
Jeremy HengPierre E. Jacob
2017-09-01
Logistic Regression as Soft Perceptron Learning
Raul Rojas
2017-08-24
Causally Regularized Learning with Agnostic Data Selection Bias
Zheyan ShenPeng CuiKun KuangBo LiPeixuan Chen
2017-08-22
Stochastic Primal-Dual Proximal ExtraGradient Descent for Compositely Regularized Optimization
Tianyi LinLinbo QiaoTeng ZhangJiashi FengBofeng Zhang
2017-08-20
Incremental Import Vector Machines for Classifying Hyperspectral Data
Ribana RoscherBjörn WaskeWolfgang Förstner
2017-08-20
Designing and building the mlpack open-source machine learning library
| Ryan R. CurtinMarcus Edel
2017-08-17
Nonconvex Sparse Logistic Regression with Weakly Convex Regularization
Xinyue ShenYuantao Gu
2017-08-07
Application of Support Vector Machine Modeling and Graph Theory Metrics for Disease Classification
Jessica M. Rudd
2017-08-01
DFKI-DKT at SemEval-2017 Task 8: Rumour Detection and Classification using Cascading Heuristics
Ankit SrivastavaGeorg RehmJulian Moreno Schneider
2017-08-01
TwiSe at SemEval-2017 Task 4: Five-point Twitter Sentiment Classification and Quantification
Georgios Balikas
2017-08-01
IITPB at SemEval-2017 Task 5: Sentiment Prediction in Financial Text
Abhishek KumarAbhishek SethiMd Shad AkhtarAsif EkbalChris BiemannPushpak Bhattacharyya
2017-08-01
A Robust Multi-Batch L-BFGS Method for Machine Learning
Albert S. BerahasMartin Takáč
2017-07-26
Stochastic Gradient Descent for Relational Logistic Regression via Partial Network Crawls
Jiasen YangBruno RibeiroJennifer Neville
2017-07-24
Prediction-Constrained Training for Semi-Supervised Mixture and Topic Models
Michael C. HughesLeah WeinerGabriel HopeThomas H. McCoy Jr.Roy H. PerlisErik B. SudderthFinale Doshi-Velez
2017-07-23
Identifying civilians killed by police with distantly supervised entity-event extraction
Katherine A. KeithAbram HandlerMichael PinkhamCara MagliozziJoshua McDuffieBrendan O'Connor
2017-07-22
Indefinite Kernel Logistic Regression with Concave-inexact-convex Procedure
Fanghui LiuXiaolin HuangChen GongJie YangJohan A. K. Suykens
2017-07-06
Optimization Methods for Supervised Machine Learning: From Linear Models to Deep Learning
Frank E. CurtisKatya Scheinberg
2017-06-30
Rule-Mining based classification: a benchmark study
| Margaux LuckNicolas PalletCecilia Damon
2017-06-30
High-dimensional classification by sparse logistic regression
Felix AbramovichVadim Grinshtein
2017-06-26
A Variance Maximization Criterion for Active Learning
Yazhou YangMarco Loog
2017-06-23
Learning Sparse Polymatrix Games in Polynomial Time and Sample Complexity
Asish GhoshalJean Honorio
2017-06-18
Predictive modelling of training loads and injury in Australian football
David L. CareyKok-Leong OngRod WhiteleyKay M. CrossleyJustin CrowMeg E. Morris
2017-06-14
One-step and Two-step Classification for Abusive Language Detection on Twitter
| Ji Ho ParkPascale Fung
2017-06-05
Improved Clustering with Augmented k-means
J. Andrew Howe
2017-05-22
Two-temperature logistic regression based on the Tsallis divergence
Ehsan AmidManfred K. WarmuthSriram Srinivasan
2017-05-19
Supervised Machine Learning for Signals Having RRC Shaped Pulses
Mohammad BariHussain TaherSyed Saad SheraziMilos Doroslovacki
2017-05-17
Automatic Response Category Combination in Multinomial Logistic Regression
Bradley S. PriceCharles J. GeyerAdam J. Rothman
2017-05-10
Amobee at SemEval-2017 Task 4: Deep Learning System for Sentiment Detection on Twitter
Alon RozentalDaniel Fleischer
2017-05-03
Training L1-Regularized Models with Orthant-Wise Passive Descent Algorithms
Jianqiao Wangni
2017-04-26
Identifying Similarities in Epileptic Patients for Drug Resistance Prediction
David Von Dollen
2017-04-26
MultiBUGS: Massively parallel MCMC for Bayesian hierarchical models
Robert J. B. GoudieRebecca M. TurnerDaniela De AngelisAndrew Thomas
2017-04-11
ReLayNet: Retinal Layer and Fluid Segmentation of Macular Optical Coherence Tomography using Fully Convolutional Network
| Abhijit Guha RoySailesh ConjetiSri Phani Krishna KarriDebdoot SheetAmin KatouzianChristian WachingerNassir Navab
2017-04-07
Classifying Illegal Activities on Tor Network Based on Web Textual Contents
Mhd Wesam Al NabkiEduardo FidalgoEnrique AlegreIvan de Paz
2017-04-01
A Societal Sentiment Analysis: Predicting the Values and Ethics of Individuals by Analysing Social Media Content
Tushar MaheshwariAishwarya N. RegantiSamiksha GuptaAnupam JamatiaUpendra KumarBj{\"o}rn Gamb{\"a}ckAmitava Das
2017-04-01
IIT (BHU): System Description for LSDSem'17 Shared Task
Pranav GoelAnil Kumar Singh
2017-04-01
Sparse Quadratic Logistic Regression in Sub-quadratic Time
Karthikeyan ShanmugamMurat KocaogluAlexandros G. DimakisSujay Sanghavi
2017-03-08
An Efficient Pseudo-likelihood Method for Sparse Binary Pairwise Markov Network Estimation
Sinong GengZhaobin KuangDavid Page
2017-02-27
Interpreting Outliers: Localized Logistic Regression for Density Ratio Estimation
Makoto YamadaSong LiuSamuel Kaski
2017-02-21
SAGA and Restricted Strong Convexity
Chao QuYan LiHuan Xu
2017-02-19
Multi-feature classifiers for burst detection in single EEG channels from preterm infants
X. NavarroF. PoréeM. KuchenbuchM. ChavezA. BeuchéeG. Carrault
2017-02-08
Toward the automated analysis of complex diseases in genome-wide association studies using genetic programming
Andrew SohnRandal S. OlsonJason H. Moore
2017-02-06
On the Effectiveness of Discretizing Quantitative Attributes in Linear Classifiers
| Nayyar A. ZaidiYang DuGeoffrey I. Webb
2017-01-24
Learning Policies for Markov Decision Processes from Data
Manjesh K. HanawalHao LiuHenghui ZhuIoannis Ch. Paschalidis
2017-01-21
Deep Probabilistic Programming
Dustin TranMatthew D. HoffmanRif A. SaurousEugene BrevdoKevin MurphyDavid M. Blei
2017-01-13
[email protected]:Detecting Paraphrases in Indian Languages Using Multinomial Logistic Regression Model
Kamal Sarkar
2016-12-24
A new recurrent neural network based predictive model for Faecal Calprotectin analysis: A retrospective study
Zeeshan Khawar MalikZain U. HussainZiad KobtiCharlie W. LeesNewton HowardAmir Hussain
2016-12-17
Machine Learning, Linear and Bayesian Models for Logistic Regression in Failure Detection Problems
B. Pavlyshenko
2016-12-17
Learning binary or real-valued time-series via spike-timing dependent plasticity
Takayuki Osogami
2016-12-15
Parsimonious Online Learning with Kernels via Sparse Projections in Function Space
Alec KoppelGarrett WarnellEthan StumpAlejandro Ribeiro
2016-12-13
A Review of Intelligent Practices for Irrigation Prediction
Hans KrupakarAkshay JayakumarDhivya G
2016-12-07
Automatic Construction of Large Readability Corpora
Jorge Alberto Wagner FilhoRodrigo WilkensAline Villavicencio
2016-12-01
The GW/LT3 VarDial 2016 Shared Task System for Dialects and Similar Languages Detection
Ayah ZiriklyBart DesmetMona Diab
2016-12-01
QCRI @ DSL 2016: Spoken Arabic Dialect Identification Using Textual Features
Mohamed EldesoukiFahim DalviHassan SajjadKareem Darwish
2016-12-01
Vanilla Classifiers for Distinguishing between Similar Languages
Sergiu NisioiAlina Maria CiobanuLiviu P. Dinu
2016-12-01
Modeling Discourse Segments in Lyrics Using Repeated Patterns
Kento WatanabeYuichiroh MatsubayashiNaho OritaNaoaki OkazakiKentaro InuiSatoru FukayamaTomoyasu NakanoJordan SmithMasataka Goto
2016-12-01
A Benchmark and Comparison of Active Learning for Logistic Regression
Yazhou YangMarco Loog
2016-11-25
PrivLogit: Efficient Privacy-preserving Logistic Regression by Tailoring Numerical Optimizers
Wei XieYang WangSteven M. BokerDonald E. Brown
2016-11-03
Knowledge Questions from Knowledge Graphs
Dominic SeylerMohamed YahyaKlaus Berberich
2016-10-31
An Improved Approach for Prediction of Parkinson's Disease using Machine Learning Techniques
Kamal Nayan Reddy ChallaVenkata Sasank PagoluGanapati PandaBabita Majhi
2016-10-26
SentiHood: Targeted Aspect Based Sentiment Analysis Dataset for Urban Neighbourhoods
Marzieh SaeidiGuillaume BouchardMaria LiakataSebastian Riedel
2016-10-12
Near-Data Processing for Differentiable Machine Learning Models
Hyeokjun ChoeSeil LeeHyunha NamSeongsik ParkSeijoon KimEui-Young ChungSungroh Yoon
2016-10-06
A Methodology for Customizing Clinical Tests for Esophageal Cancer based on Patient Preferences
Asis RoySourangshu BhattacharyaKalyan Guin
2016-10-06
Tuning parameter calibration for $\ell_1$-regularized logistic regression
Wei LiJohannes Lederer
2016-10-01
Asynchronous Stochastic Proximal Optimization Algorithms with Variance Reduction
Qi MengWei ChenJingcheng YuTaifeng WangZhi-Ming MaTie-Yan Liu
2016-09-27
Network-regularized Sparse Logistic Regression Models for Clinical Risk Prediction and Biomarker Discovery
Wenwen MinJuan LiuShihua Zhang
2016-09-21
Deep CTR Prediction in Display Advertising
Junxuan ChenBaigui SunHao LiHongtao LuXian-Sheng Hua
2016-09-20
Machine Comprehension Using Match-LSTM and Answer Pointer
| Shuohang WangJing Jiang
2016-08-29
Multi-task Prediction of Disease Onsets from Longitudinal Lab Tests
| Narges RazavianJake MarcusDavid Sontag
2016-08-02
Multiple-Instance Logistic Regression with LASSO Penalty
Ray-Bing ChenKuang-Hung ChengSheng-Mao ChangShuen-Lin JengPing-Yang ChenChun-Hao YangChi-Chun Hsia
2016-07-13
From Behavior to Sparse Graphical Games: Efficient Recovery of Equilibria
Asish GhoshalJean Honorio
2016-07-11
Multi Channel-Kernel Canonical Correlation Analysis for Cross-View Person Re-Identification
Giuseppe LisantiSvebor KaramanIacopo Masi
2016-07-08
Sub-sampled Newton Methods with Non-uniform Sampling
Peng XuJiyan YangFarbod Roosta-KhorasaniChristopher RéMichael W. Mahoney
2016-07-02
A multilevel framework for sparse optimization with application to inverse covariance estimation and logistic regression
Eran TreisterJavier S. TurekIrad Yavneh
2016-07-01
A Learning Algorithm for Relational Logistic Regression: Preliminary Results
Bahare FatemiSeyed Mehran KazemiDavid Poole
2016-06-28
Collecting and Analyzing Data from Smart Device Users with Local Differential Privacy
Thông T. NguyênXiaokui XiaoYin YangSiu Cheung HuiHyejin ShinJunbum Shin
2016-06-16
Muffled Semi-Supervised Learning
| Akshay BalsubramaniYoav Freund
2016-05-28
Data Programming: Creating Large Training Sets, Quickly
| Alexander RatnerChristopher De SaSen WuDaniel SelsamChristopher Ré
2016-05-25
Coresets for Scalable Bayesian Logistic Regression
| Jonathan H. HugginsTrevor CampbellTamara Broderick
2016-05-20
Tweet Acts: A Speech Act Classifier for Twitter
Soroush VosoughiDeb Roy
2016-05-17
An evaluation of randomized machine learning methods for redundant data: Predicting short and medium-term suicide risk from administrative records and risk assessments
Thuong NguyenTruyen TranShivapratap GopakumarDinh PhungSvetha Venkatesh
2016-05-03
3D Keypoint Detection Based on Deep Neural Network with Sparse Autoencoder
Xinyu LinCe ZhuQian ZhangYipeng Liu
2016-04-30
Local Uncertainty Sampling for Large-Scale Multi-Class Logistic Regression
Lei HanKean Ming TanTing YangTong Zhang
2016-04-27
Developing an ICU scoring system with interaction terms using a genetic algorithm
Chee Chun GanGerard Learmonth
2016-04-22
DS-MLR: Exploiting Double Separability for Scaling up Distributed Multinomial Logistic Regression
Parameswaran RamanSriram SrinivasanShin MatsushimaXinhua ZhangHyokun YunS. V. N. Vishwanathan
2016-04-16
Self-taught learning of a deep invariant representation for visual tracking via temporal slowness principle
Jason KuenKian Ming LimChin Poo Lee
2016-04-14
Classifying Syntactic Regularities for Hundreds of Languages
Reed CokeBen KingDragomir Radev
2016-03-25
Developing Quantum Annealer Driven Data Discovery
Joseph Dulny IIIMichael Kim
2016-03-25
Authenticating users through their arm movement patterns
Rajesh KumarVir V PhohaRahul Raina
2016-03-07
Detection of Cooperative Interactions in Logistic Regression Models
Easton Li XuXiaoning QianTie LiuShuguang Cui
2016-02-12
Calculus of the exponent of Kurdyka-Łojasiewicz inequality and its applications to linear convergence of first-order methods
Guoyin LiTing Kei Pong
2016-02-09
Predicting Clinical Events by Combining Static and Dynamic Information Using Recurrent Neural Networks
Cristóbal EstebanOliver StaeckYinchong YangVolker Tresp
2016-02-08
Fantastic 4 system for NIST 2015 Language Recognition Evaluation
Kong Aik LeeVille HautamäkiAnthony LarcherWei RaoHanwu SunTrung Hieu NguyenGuangsen WangAleksandr SizovIvan KukanovAmir PoorjamTrung Ngo TrongXiong XiaoCheng-Lin XuHai-Hua XuBin MaHaizhou LiSylvain Meignier
2016-02-05
Deep Learning for Limit Order Books
Justin Sirignano
2016-01-08
Predicting the Sentiment Polarity and Rating of Yelp Reviews
Andrew Elkouri
2015-12-20
Feature Representation for ICU Mortality
Harini Suresh
2015-12-16
Fast Classification Rates for High-dimensional Gaussian Generative Models
Tianyang LiAdarsh PrasadPradeep K. Ravikumar
2015-12-01
Fast Second Order Stochastic Backpropagation for Variational Inference
Kai FanZiteng WangJeff BeckJames KwokKatherine A. Heller
2015-12-01
Semi-Supervised Factored Logistic Regression for High-Dimensional Neuroimaging Data
| Danilo BzdokMichael EickenbergOlivier GriselBertrand ThirionGael Varoquaux
2015-12-01
Distributed Machine Learning via Sufficient Factor Broadcasting
Pengtao XieJin Kyu KimYi ZhouQirong HoAbhimanu KumarYaoliang YuEric Xing
2015-11-26
Exploring Correlation between Labels to improve Multi-Label Classification
Amit GargJonathan NoyolaRomil VermaAshutosh SaxenaAditya Jami
2015-11-25
L1 logistic regression as a feature selection step for training stable classification trees for the prediction of severity criteria in imported malaria
Luca TalentiMargaux LuckAnastasia YartsevaNicolas ArgySandrine HouzéCecilia Damon
2015-11-20
A New Smooth Approximation to the Zero One Loss with a Probabilistic Interpretation
Md Kamrul HasanChristopher J. Pal
2015-11-18
The Wilson Machine for Image Modeling
Saeed SaremiTerrence J. Sejnowski
2015-10-27
Distributed Parameter Map-Reduce
Qi Li
2015-10-03
Distributionally Robust Logistic Regression
Soroosh Shafieezadeh-AbadehPeyman Mohajerin EsfahaniDaniel Kuhn
2015-09-30
Fast Second-Order Stochastic Backpropagation for Variational Inference
Kai FanZiteng WangJeff BeckJames KwokKatherine Heller
2015-09-09
Asynchronous Distributed ADMM for Large-Scale Optimization- Part II: Linear Convergence Analysis and Numerical Performance
Tsung-Hui ChangWei-Cheng LiaoMingyi HongXiangfeng Wang
2015-09-09
Bayesian Dropout
Tue HerlauMorten MørupMikkel N. Schmidt
2015-08-12
Dropout Training for SVMs with Data Augmentation
Ning ChenJun ZhuJianfei ChenTing Chen
2015-08-10
Scalable MCMC for Large Data Problems using Data Subsampling and the Difference Estimator
Matias QuirozMattias VillaniRobert Kohn
2015-07-10
The Five Factor Model of personality and evaluation of drug consumption risk
E. FehrmanA. K. MuhammadE. M. MirkesV. EganA. N. Gorban
2015-06-20
DSA: Decentralized Double Stochastic Averaging Gradient Algorithm
Aryan MokhtariAlejandro Ribeiro
2015-06-13
ARock: an Algorithmic Framework for Asynchronous Parallel Coordinate Updates
Zhimin PengYangyang XuMing YanWotao Yin
2015-06-08
Predicting Eye Fixations Using Convolutional Neural Networks
Nian LiuJunwei HanDingwen ZhangShifeng WenTianming Liu
2015-06-01
CURL: Co-trained Unsupervised Representation Learning for Image Classification
Simone BiancoGianluigi CioccaClaudio Cusano
2015-05-29
Comparing methods for Twitter Sentiment Analysis
Evangelos PsomakelisKonstantinos TserpesDimosthenis AnagnostopoulosTheodora Varvarigou
2015-05-12
A mixture Cox-Logistic model for feature selection from survival and classification data
Samuel BrandersRoberto D'AmbrosioPierre Dupont
2015-02-05
Communication-Efficient Distributed Optimization of Self-Concordant Empirical Loss
Yuchen ZhangLin Xiao
2015-01-01
Communication Efficient Distributed Machine Learning with the Parameter Server
Mu LiDavid G. AndersenAlexander J. SmolaKai Yu
2014-12-01
Robust Logistic Regression and Classification
Jiashi FengHuan XuShie MannorShuicheng Yan
2014-12-01
Multi-Class Deep Boosting
Vitaly KuznetsovMehryar MohriUmar Syed
2014-12-01
Distributed Bayesian Posterior Sampling via Moment Sharing
Minjie XuBalaji LakshminarayananYee Whye TehJun ZhuBo Zhang
2014-12-01
PLUTO: Penalized Unbiased Logistic Regression Trees
Wenwen ZhangWei-Yin Loh
2014-11-25
Distributed Coordinate Descent for L1-regularized Logistic Regression
Ilya TrofimovAlexander Genkin
2014-11-24
An Aggregation Method for Sparse Logistic Regression
Zhe Liu
2014-10-25
The Information Theoretically Efficient Model (ITEM): A model for computerized analysis of large datasets
Tyler Ward
2014-09-22
Distributed Machine Learning via Sufficient Factor Broadcasting
Pengtao XieJin Kyu KimYi ZhouQirong HoAbhimanu KumarYaoliang YuEric Xing
2014-09-19
Building Program Vector Representations for Deep Learning
| Lili MouGe LiYuxuan LiuHao PengZhi JinYan XuLu Zhang
2014-09-11
Action Classification with Locality-constrained Linear Coding
Hossein RahmaniArif MahmoodDu HuynhAjmal Mian
2014-08-17
Volumes of logistic regression models with applications to model selection
James G. Dowty
2014-08-05
Differentially-Private Logistic Regression for Detecting Multiple-SNP Association in GWAS Databases
Fei YuMichal RybarCaroline UhlerStephen E. Fienberg
2014-07-30
Fully Bayesian Logistic Regression with Hyper-Lasso Priors for High-dimensional Feature Selection
| Longhai LiWeixin Yao
2014-05-13
Sparse Bilinear Logistic Regression
Jianing V. ShiYangyang XuRichard G. Baraniuk
2014-04-15
Multiview Hessian regularized logistic regression for action recognition
W. LiuH. LiuD. TaoY. WangKe Lu
2014-03-03
Incremental Majorization-Minimization Optimization with Application to Large-Scale Machine Learning
Julien Mairal
2014-02-18
A Fused Elastic Net Logistic Regression Model for Multi-Task Binary Classification
Venelin MitovManfred Claassen
2013-12-30
Manifold regularized kernel logistic regression for web image annotation
W. LiuH. LiuD. TaoY. WangK. Lu
2013-12-21
Learning with Noisy Labels
Nagarajan NatarajanInderjit S. DhillonPradeep K. RavikumarAmbuj Tewari
2013-12-01
Likelihood-ratio calibration using prior-weighted proper scoring rules
Niko BrümmerGeorge Doddington
2013-07-30
A Safe Screening Rule for Sparse Logistic Regression
Jie WangJiayu ZhouJun LiuPeter WonkaJieping Ye
2013-07-16
Parallel Coordinate Descent Newton Method for Efficient $\ell_1$-Regularized Minimization
| An BianXiong LiYuncai LiuMing-Hsuan Yang
2013-06-18
Robust Logistic Regression using Shift Parameters (Long Version)
Julie TibshiraniChristopher D. Manning
2013-05-21
Learning from Imprecise and Fuzzy Observations: Data Disambiguation through Generalized Loss Minimization
Eyke Hüllermeier
2013-05-03
Infinitely imbalanced binomial regression and deformed exponential families
Tomonari Sei
2013-03-29
Experiments Using Belief Functions and Weights of Evidence incorporating Statistical Data and Expert Opinions
Mary McLeishP. YaoM. CecileT. Stirtzinger
2013-03-27
Efficiently Using Second Order Information in Large l1 Regularization Problems
Xiaocheng TangKatya Scheinberg
2013-03-27
Local Supervised Learning through Space Partitioning
Joseph WangVenkatesh Saligrama
2012-12-01
Learning as MAP Inference in Discrete Graphical Models
Xianghang LiuJames PettersonTibério S. Caetano
2012-12-01
One Permutation Hashing
Ping LiArt OwenCun-Hui Zhang
2012-12-01
Gene selection with guided regularized random forest
Houtao DengGeorge Runger
2012-09-28
Sharp analysis of low-rank kernel matrix approximations
Francis Bach
2012-08-09
Variational Bayesian Inference with Stochastic Search
John PaisleyDavid BleiMichael Jordan
2012-06-27
Non-Asymptotic Analysis of Stochastic Approximation Algorithms for Machine Learning
Eric MoulinesFrancis R. Bach
2011-12-01
Confidence Sets for Network Structure
David S. ChoiPatrick J. WolfeEdo M. Airoldi
2011-12-01
Statistical Tests for Optimization Efficiency
Levi BoylesAnoop KorattikaraDeva RamananMax Welling
2011-12-01
Bayesian Learning via Stochastic Gradient Langevin Dynamics
| Max WellingYee Whye Teh
2011-07-28
Split Hamiltonian Monte Carlo
Babak ShahbabaShiwei LanWesley O. JohnsonRadford M. Neal
2011-06-29
Multinomial Inverse Regression for Text Analysis
Matt Taddy
2010-12-09
t-logistic regression
Nan DingS.V.N. Vishwanathan
2010-12-01
Object Bank: A High-Level Image Representation for Scene Classification & Semantic Feature Sparsification
Li-Jia LiHao SuLi Fei-FeiEric P. Xing
2010-12-01
Bregman Distance to L1 Regularized Logistic Regression
Mithun Das GuptaThomas S. Huang
2010-04-21
Heterogeneous multitask learning with joint sparsity constraints
Xiaolin YangSeyoung KimEric P. Xing
2009-12-01
Sparsistent Estimation of Time-Varying Discrete Markov Random Fields
Mladen KolarEric P. Xing
2009-07-14
Privacy-preserving logistic regression
Kamalika ChaudhuriClaire Monteleoni
2008-12-01

Tasks

TASK PAPERS SHARE
Object Detection 35 8.56%
Feature Selection 25 6.11%
Sentiment Analysis 22 5.38%
Image Classification 17 4.16%
Time Series 15 3.67%
Text Classification 14 3.42%
Decision Making 7 1.71%
Feature Importance 7 1.71%
Question Answering 7 1.71%

Components

COMPONENT TYPE
🤖 No Components Found You can add them if they exist; e.g. Mask R-CNN uses RoIAlign

Categories