80 citations · 187 across the 27 of their papers we have counts for
Showing 2019 · cs.LGShow all
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cs.LG2019★ 5 cited
Basis Pursuit and Orthogonal Matching Pursuit for Subspace-preserving Recovery: Theoretical Analysis
Daniel P. Robinson, Rene Vidal, Chong You
Given an overcomplete dictionary and a signal for some sparse vector whose nonzero entries correspond to linearly independent columns of , classical sparse…
cs.LG2019
The fastest prox in the west
Benjamín Béjar, Ivan Dokmanić, René Vidal
Proximal operators are of particular interest in optimization problems dealing with non-smooth objectives because in many practical cases they lead to optimization algorithms whose…
cs.LG2019
On the Regularization Properties of Structured Dropout
Ambar Pal, Connor Lane, René Vidal +1
Dropout and its extensions (eg. DropBlock and DropConnect) are popular heuristics for training neural networks, which have been shown to improve generalization performance in pract…