41 citations · 70 across the 3 of their papers we have counts for
3 papers
cs.LG2017★ 14 cited
An Online Learning Approach to Generative Adversarial Networks
Paulina Grnarova, Kfir Y. Levy, Aurelien Lucchi +2
We consider the problem of training generative models with a Generative Adversarial Network (GAN). Although GANs can accurately model complex distributions, they are known to be di…
cs.LG2017★ 15 cited
Online to Offline Conversions, Universality and Adaptive Minibatch Sizes
Kfir Y. Levy
We present an approach towards convex optimization that relies on a novel scheme which converts online adaptive algorithms into offline methods. In the offline optimization setting…
stat.ML2017★ 41 cited
k*-Nearest Neighbors: From Global to Local
Oren Anava, Kfir Y. Levy
The weighted k-nearest neighbors algorithm is one of the most fundamental non-parametric methods in pattern recognition and machine learning. The question of setting the optimal nu…