Anastasia Koloskova

Identifiers

• name variant Anastasia Koloskova 0.60 · backfill

Papers (18)

1. Improved Convergence Analysis of Topology Dependence in Decentralized SGD cs.LG · 2026 · author #2
2. Avoiding Bias in Clipped SGD for Overparameterized Models under Generalized Smoothness math.OC · 2026 · author #2
3. Asynchronous SGD on Graphs: a Unified Framework for Asynchronous Decentralized and Federated Optimization math.OC · 2023 · author #2
4. On Convergence of Incremental Gradient for Non-Convex Smooth Functions cs.LG · 2023 · author #1
5. Revisiting Gradient Clipping: Stochastic bias and tight convergence guarantees cs.LG · 2023 · author #1
6. Gradient Descent with Linearly Correlated Noise: Theory and Applications to Differential Privacy cs.LG · 2023 · author #1
7. Decentralized Gradient Tracking with Local Steps math.OC · 2023 · author #3
8. Sharper Convergence Guarantees for Asynchronous SGD for Distributed and Federated Learning cs.LG · 2022 · author #1
9. Data-heterogeneity-aware Mixing for Decentralized Learning cs.LG · 2022 · author #2
10. An Improved Analysis of Gradient Tracking for Decentralized Machine Learning cs.DC · 2022 · author #1
11. RelaySum for Decentralized Deep Learning on Heterogeneous Data cs.LG · 2021 · author #3
12. Decentralized Local Stochastic Extra-Gradient for Variational Inequalities math.OC · 2021 · author #3
13. Consensus Control for Decentralized Deep Learning cs.LG · 2021 · author #3
14. A Linearly Convergent Algorithm for Decentralized Optimization: Sending Less Bits for Free! math.OC · 2020 · author #2
15. A Unified Theory of Decentralized SGD with Changing Topology and Local Updates cs.LG · 2020 · author #1
16. Decentralized Deep Learning with Arbitrary Communication Compression cs.LG · 2019 · author #1
17. Decentralized Stochastic Optimization and Gossip Algorithms with Compressed Communication cs.LG · 2019 · author #1
18. Efficient Greedy Coordinate Descent for Composite Problems math.OC · 2018 · author #2

Mentions

• 2305.19259 #1 · arxiv_oai · confidence 0.70 Anastasia Koloskova
• 2302.01463 #1 · arxiv_oai · confidence 0.70 Anastasia Koloskova
• 2305.01588 #1 · arxiv_oai · confidence 0.70 Anastasia Koloskova
• 2311.00465 #2 · arxiv_oai · confidence 0.70 Anastasia Koloskova
• 2106.08315 #3 · arxiv_oai · confidence 0.70 Anastasia Koloskova
• 2301.01313 #3 · arxiv_oai · confidence 0.70 Anastasia Koloskova
• 2206.08307 #1 · arxiv_oai · confidence 0.70 Anastasia Koloskova
• 2204.06477 #2 · arxiv_oai · confidence 0.70 Anastasia Koloskova
• 2202.03836 #1 · arxiv_oai · confidence 0.70 Anastasia Koloskova
• 2110.04175 #3 · arxiv_oai · confidence 0.70 Anastasia Koloskova
• 2102.04828 #3 · arxiv_oai · confidence 0.70 Anastasia Koloskova
• 2003.10422 #1 · arxiv_oai · confidence 0.70 Anastasia Koloskova
• 1907.09356 #1 · arxiv_oai · confidence 0.70 Anastasia Koloskova
• 2011.01697 #2 · arxiv_oai · confidence 0.70 Anastasia Koloskova
• 1902.00340 #1 · arxiv_oai · confidence 0.70 Anastasia Koloskova
• 1810.06999 #2 · arxiv_oai · confidence 0.70 Anastasia Koloskova
• 2606.09154 #2 · arxiv_oai · confidence 0.70 Anastasia Koloskova
• 2605.14800 #2 · arxiv_oai · confidence 0.70 Anastasia Koloskova

Frequent Coauthors

• Sebastian U. Stich 14 shared papers
• Martin Jaggi 10 shared papers
• Tao Lin 5 shared papers
• Sai Praneeth Karimireddy 2 shared papers
• Aleksandr Beznosikov 1 shared papers
• Aleksandr Lobanov 1 shared papers
• Alexander Gasnikov 1 shared papers
• Brendan McMahan 1 shared papers
• Dmitry Kovalev 1 shared papers
• Hadrien Hendrikx 1 shared papers
• Keith Rush 1 shared papers
• Laurent Massouli\'e 1 shared papers
• Lie He 1 shared papers
• Lingjing Kong 1 shared papers
• Mathieu Even 1 shared papers
• Nicolas Loizou 1 shared papers
• Nikita Doikov 1 shared papers
• Pavel Dvurechensky 1 shared papers
• Peter Richtarik 1 shared papers
• Ryan McKenna 1 shared papers