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Nicolas Loizou

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Revisiting Randomized Gossip Algorithms: General Framework, Convergence Rates and Novel Block and Accelerated Protocols

Jun 03, 2019
Nicolas Loizou, Peter Richtárik

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Convergence Analysis of Inexact Randomized Iterative Methods

Mar 19, 2019
Nicolas Loizou, Peter Richtárik

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SGD: General Analysis and Improved Rates

Jan 27, 2019
Robert Mansel Gower, Nicolas Loizou, Xun Qian, Alibek Sailanbayev, Egor Shulgin, Peter Richtarik

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A Privacy Preserving Randomized Gossip Algorithm via Controlled Noise Insertion

Jan 27, 2019
Filip Hanzely, Jakub Konečný, Nicolas Loizou, Peter Richtárik, Dmitry Grishchenko

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Stochastic Gradient Push for Distributed Deep Learning

Nov 27, 2018
Mahmoud Assran, Nicolas Loizou, Nicolas Ballas, Michael Rabbat

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Provably Accelerated Randomized Gossip Algorithms

Oct 31, 2018
Nicolas Loizou, Michael Rabbat, Peter Richtárik

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Accelerated Gossip via Stochastic Heavy Ball Method

Sep 23, 2018
Nicolas Loizou, Peter Richtárik

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Momentum and Stochastic Momentum for Stochastic Gradient, Newton, Proximal Point and Subspace Descent Methods

Mar 28, 2018
Nicolas Loizou, Peter Richtárik

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Linearly convergent stochastic heavy ball method for minimizing generalization error

Dec 23, 2017
Nicolas Loizou, Peter Richtárik

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