1.9k citations · 6.5k across the 132 of their papers we have counts for
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cs.LG2014★ 135 cited
In Search of the Real Inductive Bias: On the Role of Implicit Regularization in Deep Learning
Behnam Neyshabur, Ryota Tomioka, Nathan Srebro
We present experiments demonstrating that some other form of capacity control, different from network size, plays a central role in learning multilayer feed-forward networks. We ar…
cs.LG2014
Clustering, Hamming Embedding, Generalized LSH and the Max Norm
Behnam Neyshabur, Yury Makarychev, Nathan Srebro
We study the convex relaxation of clustering and hamming embedding, focusing on the asymmetric case (co-clustering and asymmetric hamming embedding), understanding their relationsh…