Concepedia

Anastasia Koloskova

AK

7

Publications

288

Citations

7

H-Index

2019

Active since

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

Anastasia Koloskova is an author at École Polytechnique Fédérale de Lausanne specializing in engineering, distributed learning, and computer science.

Top concepts

Publications per year

2019–2024

7

Publications

7

Decentralized Stochastic Optimization and Gossip Algorithms with\n Compressed Communication

Anastasia Koloskova, Sebastian U. Stich, Martin Jaggi · arXiv (Cornell University) · 2019 · 130 citations · Full text

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

Decentralized Deep Learning with Arbitrary Communication Compression

Anastasia Koloskova, Tao Lin, Sebastian U. Stich et al. · arXiv (Cornell University) · 2019 · 31 citations · Full text

, , +17

An Improved Analysis of Gradient Tracking for Decentralized Machine\n Learning

Anastasia Koloskova, Tao Lin, Sebastian U. Stich · arXiv (Cornell University) · 2022 · 26 citations · Full text

Decentralized gradient tracking with local steps

Yue Liu, Tao Lin, Anastasia Koloskova et al. · Optimization methods & software · 2024 · 23 citations · Full text

, , +21

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