18 citations · 24 across the 8 of their papers we have counts for
Showing 2016Show all
2 papers · 1 filter
cs.LG2016★ 3 cited
Online Learning of Combinatorial Objects via Extended Formulation
Holakou Rahmanian, David P. Helmbold, S. V. N. Vishwanathan
The standard techniques for online learning of combinatorial objects perform multiplicative updates followed by projections into the convex hull of all the objects. However, this m…
cs.LG2016★ 2 cited
Surprising properties of dropout in deep networks
David P. Helmbold, Philip M. Long
We analyze dropout in deep networks with rectified linear units and the quadratic loss. Our results expose surprising differences between the behavior of dropout and more tradition…