75 citations · 194 across the 33 of their papers we have counts for
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cs.LG2016★ 3 cited
Learning Infinite-Layer Networks: Without the Kernel Trick
Roi Livni, Daniel Carmon, Amir Globerson
Infinite--Layer Networks (ILN) have recently been proposed as an architecture that mimics neural networks while enjoying some of the advantages of kernel methods. ILN are networks…
cs.LG2016★ 1 cited
Online Learning with Low Rank Experts
Elad Hazan, Tomer Koren, Roi Livni +1
We consider the problem of prediction with expert advice when the losses of the experts have low-dimensional structure: they are restricted to an unknown -dimensional subspace.…