Publications

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Brofos, James A; Shu, Rui; Lederman, Roy R

A Bias-Variance Decomposition for Bayesian Deep Learning Inproceedings

pp. 14, 2019.

Abstract | BibTeX | Tags: Bayesian Deep Learning, Bayesian Inference, Deep Learning

Shaham, Uri; Lederman, Roy R

Learning by coincidence: Siamese networks and common variable learning Journal Article

Pattern Recognition, 74 , pp. 52–63, 2018, ISSN: 00313203.

Links | BibTeX | Tags: Common variable, Deep Learning, Multi-view, multimodal, Siamese networks

Shaham, Uri; Lederman, Roy R

Common Variable Learning and Invariant Representation Learning using Siamese Neural Networks Technical Report

2015.

Abstract | Links | BibTeX | Tags: Common variable, Deep Learning, Multi-view