关注
Guy Kornowski
Guy Kornowski
在 weizmann.ac.il 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Oracle Complexity in Nonsmooth Nonconvex Optimization
G Kornowski, O Shamir
Journal of Machine Learning Research 23 (314), 1-44, 2022
362022
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
192023
On the Complexity of Finding Small Subgradients in Nonsmooth Optimization
G Kornowski, O Shamir
OPT 2022: Optimization for Machine Learning (NeurIPS 2022 Workshop), 2022
112022
High-order oracle complexity of smooth and strongly convex optimization
G Kornowski, O Shamir
arXiv preprint arXiv:2010.06642, 2020
112020
From tempered to benign overfitting in relu neural networks
G Kornowski, G Yehudai, O Shamir
Advances in Neural Information Processing Systems 36, 2024
102024
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
72024
Near-optimal learning with average Hölder smoothness
G Kornowski, S Hanneke, A Kontorovich
Advances in Neural Information Processing Systems 36, 2024
3*2024
Open Problem: Anytime Convergence Rate of Gradient Descent
G Kornowski, O Shamir
arXiv preprint arXiv:2406.13888, 2024
2024
First-Order Methods for Linearly Constrained Bilevel Optimization
G Kornowski, S Padmanabhan, K Wang, Z Zhang, S Sra
arXiv preprint arXiv:2406.12771, 2024
2024
Efficient Agnostic Learning with Average Smoothness
S Hanneke, A Kontorovich, G Kornowski
International Conference on Algorithmic Learning Theory, 719-731, 2024
2024
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