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10/10/2019
Online Learning Using Only Peer Assessment
This paper considers a variant of the classical online learning problem ...
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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...
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02/14/2016
Surprising properties of dropout in deep networks
We analyze dropout in deep networks with rectified linear units and the ...
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12/15/2014