| The power of first-order smooth optimization for black-box non-smooth problems A Gasnikov, A Novitskii, V Novitskii, F Abdukhakimov, D Kamzolov, ... arXiv preprint arXiv:2201.12289, 2022 | 42 | 2022 |
| Stochastic gradient descent with preconditioned polyak step-size F Abdukhakimov, C Xiang, D Kamzolov, M Takáč Computational Mathematics and Mathematical Physics 64 (4), 621-634, 2024 | 7 | 2024 |
| Sania: Polyak-type optimization framework leads to scale invariant stochastic algorithms F Abdukhakimov, C Xiang, D Kamzolov, R Gower, M Takáč arXiv preprint arXiv:2312.17369, 2023 | 2 | 2023 |
| Damped Newton Method with Near-Optimal Global Convergence Rate S Hanzely, F Abdukhakimov, M Takáč arXiv preprint arXiv:2405.18926, 2024 | | 2024 |
| On Preconditioning Polyak Step-Size and its Variants F Abdukhakimov | | 2023 |
Martin TakáčMohamed bin Zayed University of Artificial Intelligence (MBZUAI)Verified email at mbzuai.ac.ae