Anastasia Koloskova
Identifiers
- name variant Anastasia Koloskova 0.60 · backfill
Papers (18)
- Improved Convergence Analysis of Topology Dependence in Decentralized SGD cs.LG · 2026 · author #2
- Avoiding Bias in Clipped SGD for Overparameterized Models under Generalized Smoothness math.OC · 2026 · author #2
- Asynchronous SGD on Graphs: a Unified Framework for Asynchronous Decentralized and Federated Optimization math.OC · 2023 · author #2
- On Convergence of Incremental Gradient for Non-Convex Smooth Functions cs.LG · 2023 · author #1
- Revisiting Gradient Clipping: Stochastic bias and tight convergence guarantees cs.LG · 2023 · author #1
- Gradient Descent with Linearly Correlated Noise: Theory and Applications to Differential Privacy cs.LG · 2023 · author #1
- Decentralized Gradient Tracking with Local Steps math.OC · 2023 · author #3
- Sharper Convergence Guarantees for Asynchronous SGD for Distributed and Federated Learning cs.LG · 2022 · author #1
- Data-heterogeneity-aware Mixing for Decentralized Learning cs.LG · 2022 · author #2
- An Improved Analysis of Gradient Tracking for Decentralized Machine Learning cs.DC · 2022 · author #1
- RelaySum for Decentralized Deep Learning on Heterogeneous Data cs.LG · 2021 · author #3
- Decentralized Local Stochastic Extra-Gradient for Variational Inequalities math.OC · 2021 · author #3
- Consensus Control for Decentralized Deep Learning cs.LG · 2021 · author #3
- A Linearly Convergent Algorithm for Decentralized Optimization: Sending Less Bits for Free! math.OC · 2020 · author #2
- A Unified Theory of Decentralized SGD with Changing Topology and Local Updates cs.LG · 2020 · author #1
- Decentralized Deep Learning with Arbitrary Communication Compression cs.LG · 2019 · author #1
- Decentralized Stochastic Optimization and Gossip Algorithms with Compressed Communication cs.LG · 2019 · author #1
- 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