Konstantin Mishchenko

Statistics

Publications

Citations

616

H-Index

Active since

2018

Affiliations

King Abdullah University of Science and Technology(Current)

Moscow Institute of Physics and Technology

Centre National de la Recherche Scientifique

École Polytechnique Fédérale de Lausanne

Institut national de recherche en sciences et technologies du numérique

Konstantin Mishchenko is an author at King Abdullah University of Science and Technology specializing in computing, computer science, and optimization.

Publications per year

2018–2024

Publications

Distributed Learning with Compressed Gradient Differences

Konstantin Mishchenko, Eduard Gorbunov, Martin Takáč et al. · arXiv (Cornell University) · 2019 · 108 citations · Full text

Computing, Computer Science, Algorithms +11

Stochastic Distributed Learning with Gradient Quantization and Variance Reduction

Samuel Horváth, Dmitry Kovalev, Konstantin Mishchenko et al. · arXiv (Cornell University) · 2019 · 81 citations · Full text

Computing, Computer Science, Distributed Systems +16

First Analysis of Local GD on Heterogeneous Data

Ahmed Khaled, Konstantin Mishchenko, Peter Richtárik · arXiv (Cornell University) · 2019 · 67 citations · Full text

Computing, Computer Science, Algorithms +13

Stochastic distributed learning with gradient quantization and double-variance reduction

Samuel Horváth, Dmitry Kovalev, Konstantin Mishchenko et al. · Optimization methods & software · 2022 · 46 citations · Full text

Computing, Communication, Computer Science +17

Tighter Theory for Local SGD on Identical and Heterogeneous Data

Ahmed Khaled, Konstantin Mishchenko, Peter Richtárik · arXiv (Cornell University) · 2019 · 39 citations · Full text

Computing, Computer Science, Algorithms +10

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