Concepedia

Nicolas Loizou

NL

13

Publications

598

Citations

12

H-Index

2016

Active since

Affiliations

Université de Montréal(Current)

University of Edinburgh

King Abdullah University of Science and Technology

Centre Universitaire de Mila

McGill University

Nicolas Loizou is an author at Université de Montréal specializing in computer science, engineering, and stochastic optimization.

ORCID

Top concepts

Publications per year

2016–2023

13

Publications

13

Stochastic Gradient Push for Distributed Deep Learning

Mahmoud Assran, Nicolas Loizou, Nicolas Ballas et al. · arXiv (Cornell University) · 2018 · 137 citations · Full text

, , +16

A Unified Theory of Decentralized SGD with Changing Topology and Local Updates

Anastasiia Koloskova, Nicolas Loizou, Sadra Boreiri et al. · Infoscience (Ecole Polytechnique Fédérale de Lausanne) · 2020 · 127 citations · Full text

, , +21

Momentum and stochastic momentum for stochastic gradient, Newton, proximal point and subspace descent methods

Nicolas Loizou, Peter Richtárik · Computational Optimization and Applications · 2020 · 81 citations · Full text

, , +7

A Unified Theory of Decentralized SGD with Changing Topology and Local Updates

Anastasia Koloskova, Nicolas Loizou, Sadra Boreiri et al. · arXiv (Cornell University) · 2020 · 49 citations · Full text

, , +21

SGD: General Analysis and Improved Rates

Robert M. Gower, Nicolas Loizou, Xun Qian et al. · arXiv (Cornell University) · 2019 · 41 citations · Full text

, , +12

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