Search Results for author: Amrit Krishnan

Found 3 papers, 1 papers with code

FENDA-FL: Personalized Federated Learning on Heterogeneous Clinical Datasets

1 code implementation28 Sep 2023 Fatemeh Tavakoli, D. B. Emerson, Sana Ayromlou, John Jewell, Amrit Krishnan, Yuchong Zhang, Amol Verma, Fahad Razak

Federated learning (FL) is increasingly being recognized as a key approach to overcoming the data silos that so frequently obstruct the training and deployment of machine-learning models in clinical settings.

Personalized Federated Learning

MLHOps: Machine Learning for Healthcare Operations

no code implementations4 May 2023 Faiza Khan Khattak, Vallijah Subasri, Amrit Krishnan, Elham Dolatabadi, Deval Pandya, Laleh Seyyed-Kalantari, Frank Rudzicz

We cover the foundational concepts of general machine learning operations, describe the initial setup of MLHOps pipelines (including data sources, preparation, engineering, and tools).

Fairness

Mono-Camera 3D Multi-Object Tracking Using Deep Learning Detections and PMBM Filtering

no code implementations27 Feb 2018 Samuel Scheidegger, Joachim Benjaminsson, Emil Rosenberg, Amrit Krishnan, Karl Granstrom

In this paper, we aim at filling this gap by developing a multi-object tracking algorithm that takes an image as input and produces trajectories of detected objects in a world coordinate system.

3D Multi-Object Tracking Autonomous Vehicles +2

Cannot find the paper you are looking for? You can Submit a new open access paper.