500 citations · 1.3k across the 53 of their papers we have counts for
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math.OC2017
Online and Batch Supervised Background Estimation via L1 Regression
Aritra Dutta, Peter Richtarik
We propose a surprisingly simple model for supervised video background estimation. Our model is based on regression. As existing methods for regression do not sca…
math.OC2017★ 15 cited
Global Convergence of Arbitrary-Block Gradient Methods for Generalized Polyak-Łojasiewicz Functions
Dominik Csiba, Peter Richtárik
In this paper we introduce two novel generalizations of the theory for gradient descent type methods in the proximal setting. First, we introduce the proportion function, which we…
math.OC2017★ 16 cited
Privacy Preserving Randomized Gossip Algorithms
Filip Hanzely, Jakub Konečný, Nicolas Loizou +2
In this work we present three different randomized gossip algorithms for solving the average consensus problem while at the same time protecting the information about the initial p…