Search Results for author: Mehmet Gönen

Found 3 papers, 1 papers with code

BaTFLED: Bayesian Tensor Factorization Linked to External Data

no code implementations9 Dec 2016 Nathan H Lazar, Mehmet Gönen, Kemal Sönmez

The vast majority of current machine learning algorithms are designed to predict single responses or a vector of responses, yet many types of response are more naturally organized as matrices or higher-order tensor objects where characteristics are shared across modes.

BIG-bench Machine Learning feature selection

Localized Data Fusion for Kernel k-Means Clustering with Application to Cancer Biology

1 code implementation NeurIPS 2014 Mehmet Gönen, Adam A. Margolin

In many modern applications from, for example, bioinformatics and computer vision, samples have multiple feature representations coming from different data sources.

Clustering Multiview Learning

Kernelized Bayesian Matrix Factorization

no code implementations6 Nov 2012 Mehmet Gönen, Suleiman A. Khan, Samuel Kaski

Our algorithm obtains the lowest Hamming loss values on 10 out of 14 multilabel classification data sets compared to five state-of-the-art multilabel learning algorithms.

Recommendation Systems

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