41 citations · 151 across the 13 of their papers we have counts for
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stat.ML2018
Online Variance Reduction for Stochastic Optimization
Zalán Borsos, Andreas Krause, Kfir Y. Levy
Modern stochastic optimization methods often rely on uniform sampling which is agnostic to the underlying characteristics of the data. This might degrade the convergence by yieldin…
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…