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cs.LG2022
Online Learning with Bounded Recall
Jon Schneider, Kiran Vodrahalli
We study the problem of full-information online learning in the "bounded recall" setting popular in the study of repeated games. An online learning algorithm is -$…
cs.LG2022★ 1 cited
Nonlinear Initialization Methods for Low-Rank Neural Networks
Kiran Vodrahalli, Rakesh Shivanna, Maheswaran Sathiamoorthy +2
We propose a novel low-rank initialization framework for training low-rank deep neural networks -- networks where the weight parameters are re-parameterized by products of two low-…