Konstantin Burlachenko

Identifiers

• name variant Konstantin Burlachenko 0.60 · backfill

Papers (14)

1. Optimization Methods and Software for Federated Learning cs.LG · 2025 · author #1
2. BurTorch: Revisiting Training from First Principles by Coupling Autodiff, Math Optimization, and Systems cs.LG · 2025 · author #1
3. Unlocking FedNL: Self-Contained Compute-Optimized Implementation cs.LG · 2024 · author #1
4. PV-Tuning: Beyond Straight-Through Estimation for Extreme LLM Compression cs.LG · 2024 · author #5
5. Error Feedback Reloaded: From Quadratic to Arithmetic Mean of Smoothness Constants cs.LG · 2024 · author #3
6. Federated Learning is Better with Non-Homomorphic Encryption cs.CR · 2023 · author #1
7. Error Feedback Shines when Features are Rare math.OC · 2023 · author #3
8. Federated Learning with Regularized Client Participation cs.LG · 2023 · author #3
9. Personalized Federated Learning with Communication Compression cs.LG · 2022 · author #2
10. Federated Optimization Algorithms with Random Reshuffling and Gradient Compression cs.LG · 2022 · author #6
11. Sharper Rates and Flexible Framework for Nonconvex SGD with Client and Data Sampling cs.LG · 2022 · author #3
12. FL_PyTorch: optimization research simulator for federated learning cs.LG · 2022 · author #1
13. Faster Rates for Compressed Federated Learning with Client-Variance Reduction cs.LG · 2021 · author #2
14. MARINA: Faster Non-Convex Distributed Learning with Compression cs.LG · 2021 · author #2

Mentions

• 2509.08120 #1 · arxiv_oai · confidence 0.70 Konstantin Burlachenko
• 2503.13795 #1 · arxiv_oai · confidence 0.70 Konstantin Burlachenko
• 2410.08760 #1 · arxiv_oai · confidence 0.70 Konstantin Burlachenko
• 2405.14852 #5 · arxiv_oai · confidence 0.70 Konstantin Burlachenko
• 2402.10774 #3 · arxiv_oai · confidence 0.70 Konstantin Burlachenko
• 2312.02074 #1 · arxiv_oai · confidence 0.70 Konstantin Burlachenko
• 2112.13097 #2 · arxiv_oai · confidence 0.70 Konstantin Burlachenko
• 2305.15264 #3 · arxiv_oai · confidence 0.70 Konstantin Burlachenko
• 2302.03662 #3 · arxiv_oai · confidence 0.70 Konstantin Burlachenko
• 2206.07021 #6 · arxiv_oai · confidence 0.70 Konstantin Burlachenko
• 2209.05148 #2 · arxiv_oai · confidence 0.70 Konstantin Burlachenko
• 2202.03099 #1 · arxiv_oai · confidence 0.70 Konstantin Burlachenko
• 2206.02275 #3 · arxiv_oai · confidence 0.70 Konstantin Burlachenko
• 2102.07845 #2 · arxiv_oai · confidence 0.70 Konstantin Burlachenko

Frequent Coauthors

• Peter Richt\'arik 11 shared papers
• Eduard Gorbunov 2 shared papers
• Elnur Gasanov 2 shared papers
• Grigory Malinovsky 2 shared papers
• Peter Richtarik 2 shared papers
• Samuel Horv\'ath 2 shared papers
• Zhize Li 2 shared papers
• Abdulmajeed Alrowithi 1 shared papers
• Abdurakhmon Sadiev 1 shared papers
• Ahmed Khaled 1 shared papers
• Alexander Tyurin 1 shared papers
• Aritra Dutta 1 shared papers
• Dan Alistarh 1 shared papers
• Denis Kuznedelev 1 shared papers
• Denis Mazur 1 shared papers
• El houcine Bergou 1 shared papers
• Fahad Ali Albalawi 1 shared papers
• Haoyu Zhao 1 shared papers
• Igor Sokolov 1 shared papers
• Ivan Ilin 1 shared papers