40 citations · 137 across the 37 of their papers we have counts for
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cs.LG2018★ 40 cited
Feature Selection using Stochastic Gates
Yutaro Yamada, Ofir Lindenbaum, Sahand Negahban +1
Feature selection problems have been extensively studied for linear estimation, for instance, Lasso, but less emphasis has been placed on feature selection for non-linear functions…
cs.LG2018★ 20 cited
Geometry-Based Data Generation
Ofir Lindenbaum, Jay S. Stanley, Guy Wolf +1
Many generative models attempt to replicate the density of their input data. However, this approach is often undesirable, since data density is highly affected by sampling biases,…