| Oracle Complexity in Nonsmooth Nonconvex Optimization G Kornowski, O Shamir Journal of Machine Learning Research 23 (314), 1-44, 2022 | 55 | 2022 |
| Deterministic nonsmooth nonconvex optimization M Jordan, G Kornowski, T Lin, O Shamir, M Zampetakis The Thirty Sixth Annual Conference on Learning Theory, 4570-4597, 2023 | 41 | 2023 |
| From tempered to benign overfitting in relu neural networks G Kornowski, G Yehudai, O Shamir Advances in Neural Information Processing Systems 36, 58011-58046, 2023 | 29 | 2023 |
| An algorithm with optimal dimension-dependence for zero-order nonsmooth nonconvex stochastic optimization G Kornowski, O Shamir Journal of Machine Learning Research 25 (122), 1-14, 2024 | 27 | 2024 |
| On the Complexity of Finding Small Subgradients in Nonsmooth Optimization G Kornowski, O Shamir OPT 2022: Optimization for Machine Learning (NeurIPS 2022 Workshop), 2022 | 14 | 2022 |
| High-order oracle complexity of smooth and strongly convex optimization G Kornowski, O Shamir arXiv preprint arXiv:2010.06642, 2020 | 14 | 2020 |
| First-order methods for linearly constrained bilevel optimization G Kornowski, S Padmanabhan, K Wang, Z Zhang, S Sra Advances in Neural Information Processing Systems 37, 141417-141460, 2024 | 10 | 2024 |
| Near-optimal learning with average Hölder smoothness G Kornowski, S Hanneke, A Kontorovich Advances in Neural Information Processing Systems 36, 21135-21157, 2023 | 7 | 2023 |
| Efficient Agnostic Learning with Average Smoothness S Hanneke, A Kontorovich, G Kornowski International Conference on Algorithmic Learning Theory, 719-731, 2024 | 5 | 2024 |
| On the Hardness of Meaningful Local Guarantees in Nonsmooth Nonconvex Optimization G Kornowski, S Padmanabhan, O Shamir arXiv preprint arXiv:2409.10323, 2024 | 3 | 2024 |
| Open Problem: Anytime Convergence Rate of Gradient Descent G Kornowski, O Shamir The Thirty Seventh Conference on Learning Theory, 5335-5339, 2024 | 3 | 2024 |
| The Oracle Complexity of Simplex-based Matrix Games: Linear Separability and Nash Equilibria G Kornowski, O Shamir arXiv preprint arXiv:2412.06990, 2024 | 2 | 2024 |
| Improved Sample Complexity for Private Nonsmooth Nonconvex Optimization G Kornowski, D Liu, K Talwar arXiv preprint arXiv:2410.05880, 2024 | 2 | 2024 |
| Trade-offs in Data Memorization via Strong Data Processing Inequalities V Feldman, G Kornowski, X Lyu arXiv preprint arXiv:2506.01855, 2025 | | 2025 |
| Beyond Benign Overfitting in Nadaraya-Watson Interpolators D Barzilai, G Kornowski, O Shamir arXiv preprint arXiv:2502.07480, 2025 | | 2025 |
| Differentially Private Bilevel Optimization G Kornowski arXiv preprint arXiv:2409.19800, 2024 | | 2024 |
Ohad ShamirWeizmann Institute of ScienceПодтвержден адрес электронной почты в домене weizmann.ac.il
Aryeh KontorovichProfessor of Computer Science at Ben-Gurion UniversityПодтвержден адрес электронной почты в домене cs.bgu.ac.il
Steve HannekePurdue UniversityПодтвержден адрес электронной почты в домене ttic.edu
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyПодтвержден адрес электронной почты в домене cs.berkeley.edu
Tianyi LinColumbia UniversityПодтвержден адрес электронной почты в домене columbia.edu
Manolis ZampetakisYale UniversityПодтвержден адрес электронной почты в домене yale.edu
Gilad YehudaiPostdoctoral Associate, New York UniversityПодтвержден адрес электронной почты в домене weizmann.ac.il
Suvrit SraTUMПодтвержден адрес электронной почты в домене tum.de
Kai WangGeorgia Institute of TechnologyПодтвержден адрес электронной почты в домене gatech.edu
Daniel BarzilaiWeizmann Institute of ScienceПодтвержден адрес электронной почты в домене weizmann.ac.il
Vitaly FeldmanAppleПодтвержден адрес электронной почты в домене apple.com
