David P. Helmbold | DeepAI

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Featured Co-authors

Yang Liu
344 publications
Peter L. Bartlett
64 publications
Philip M. Long
25 publications

research

∙ 10/10/2019

Online Learning Using Only Peer Assessment

This paper considers a variant of the classical online learning problem ...

0 Yang Liu, et al. ∙

research

∙ 02/16/2018

Gradient descent with identity initialization efficiently learns positive definite linear transformations by deep residual networks

We analyze algorithms for approximating a function f(x) = Φ x mapping ^d...

0 Peter L. Bartlett, et al. ∙

research

∙ 02/14/2016

Surprising properties of dropout in deep networks

We analyze dropout in deep networks with rectified linear units and the ...

0 David P. Helmbold, et al. ∙

research

∙ 12/15/2014

On the Inductive Bias of Dropout

Dropout is a simple but effective technique for learning in neural netwo...

0 David P. Helmbold, et al. ∙