| Relaxed parsing of regular approximations of string-embedded languages E Verbitskaia, S Grigorev, D Avdyukhin International Andrei Ershov Memorial Conference on Perspectives of System …, 2015 | 20 | 2015 |
| Adversarially robust submodular maximization under knapsack constraints D Avdiukhin, S Mitrović, G Yaroslavtsev, S Zhou Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019 | 14 | 2019 |
| Objective-Based Hierarchical Clustering of Deep Embedding Vectors. S Naumov, G Yaroslavtsev, D Avdiukhin AAAI, 9055-9063, 2021 | 12 | 2021 |
| Multi-dimensional balanced graph partitioning via projected gradient descent D Avdiukhin, S Pupyrev, G Yaroslavtsev arXiv preprint arXiv:1902.03522, 2019 | 12 | 2019 |
| Syntax analyzers development in automated reengineering of informational system. St. Petersburg State Polytechnical University Journal I Kirilenko, S Grigorev, D Avdiukhin Computer Science. Telecommunications and Control Systems 174 (3), 94-98, 2013 | 12 | 2013 |
| “bring your own greedy”+ max: near-optimal 1/2-approximations for submodular knapsack G Yaroslavtsev, S Zhou, D Avdiukhin International Conference on Artificial Intelligence and Statistics, 3263-3274, 2020 | 11 | 2020 |
| Federated learning under arbitrary communication patterns D Avdiukhin, S Kasiviswanathan International Conference on Machine Learning, 425-435, 2021 | 10 | 2021 |
| Escaping saddle points with inequality constraints via noisy sticky projected gradient descent D Avdiukhin, C Jin, G Yaroslavtsev 11th Annual Workshop on Optimization for Machine Learning, 2019 | 6 | 2019 |
| Plant trace generation for formal plant model inference: methods and case study D Avdyukhin, D Chivilikhin, G Korneev, V Ulyantsev, A Shalyto 2017 IEEE 15th International Conference on Industrial Informatics (INDIN …, 2017 | 4 | 2017 |
| Escaping Saddle Points with Compressed SGD D Avdiukhin, G Yaroslavtsev Advances in Neural Information Processing Systems 34, 10273-10284, 2021 | 2 | 2021 |
| HOUDINI: Escaping from Moderately Constrained Saddles D Avdiukhin, G Yaroslavtsev arXiv preprint arXiv:2205.13753, 2022 | | 2022 |
| "Bring Your Own Greedy"+Max: Near-Optimal -Approximations for Submodular Knapsack D Avdiukhin, G Yaroslavtsev, S Zhou arXiv preprint arXiv:1910.05646, 2019 | | 2019 |
| Bi-directional Adaptive Communication for Heterogenous Distributed Learning D Avdiukhin, N Ivkin, SU Stich, V Braverman | | |
| “Bring Your Own Greedy”+ Max: Near-Optimal/2-Approximations for Submodular Knapsack G Yaroslavtsev, S Zhou, D Avdiukhin | | |
