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ORCIDGuy Kornowski
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Journal Articles
- 2024
[j2]Guy Kornowski, Ohad Shamir:
An Algorithm with Optimal Dimension-Dependence for Zero-Order Nonsmooth Nonconvex Stochastic Optimization. J. Mach. Learn. Res. 25: 122:1-122:14 (2024)- 2022
- [j1]Guy Kornowski, Ohad Shamir:
Oracle Complexity in Nonsmooth Nonconvex Optimization. J. Mach. Learn. Res. 23: 314:1-314:44 (2022)
Conference and Workshop Papers
- 2024
- [c6]Steve Hanneke, Aryeh Kontorovich, Guy Kornowski:
Efficient Agnostic Learning with Average Smoothness. ALT 2024: 719-731 - [c5]Guy Kornowski, Ohad Shamir:
Open Problem: Anytime Convergence Rate of Gradient Descent. COLT 2024: 5335-5339 - 2023
- [c4]Michael I. Jordan, Guy Kornowski, Tianyi Lin, Ohad Shamir, Manolis Zampetakis
:
Deterministic Nonsmooth Nonconvex Optimization. COLT 2023: 4570-4597 - [c3]Guy Kornowski, Steve Hanneke, Aryeh Kontorovich:
Near-optimal learning with average Hölder smoothness. NeurIPS 2023 - [c2]Guy Kornowski, Gilad Yehudai, Ohad Shamir:
From Tempered to Benign Overfitting in ReLU Neural Networks. NeurIPS 2023 - 2021
- [c1]Guy Kornowski, Ohad Shamir:
Oracle Complexity in Nonsmooth Nonconvex Optimization. NeurIPS 2021: 324-334
Informal and Other Publications
- 2024
- [i13]Guy Kornowski, Swati Padmanabhan, Kai Wang, Zhe Zhang, Suvrit Sra:
First-Order Methods for Linearly Constrained Bilevel Optimization. CoRR abs/2406.12771 (2024) - [i12]Guy Kornowski, Ohad Shamir:
Open Problem: Anytime Convergence Rate of Gradient Descent. CoRR abs/2406.13888 (2024) - [i11]Guy Kornowski, Swati Padmanabhan, Ohad Shamir:
On the Hardness of Meaningful Local Guarantees in Nonsmooth Nonconvex Optimization. CoRR abs/2409.10323 (2024) - [i10]Guy Kornowski:
Differentially Private Bilevel Optimization. CoRR abs/2409.19800 (2024) - [i9]Guy Kornowski, Daogao Liu, Kunal Talwar:
Improved Sample Complexity for Private Nonsmooth Nonconvex Optimization. CoRR abs/2410.05880 (2024) - 2023
- [i8]Steve Hanneke, Aryeh Kontorovich, Guy Kornowski:
Near-optimal learning with average Hölder smoothness. CoRR abs/2302.06005 (2023) - [i7]Michael I. Jordan, Guy Kornowski, Tianyi Lin, Ohad Shamir, Manolis Zampetakis:
Deterministic Nonsmooth Nonconvex Optimization. CoRR abs/2302.08300 (2023) - [i6]Guy Kornowski, Gilad Yehudai, Ohad Shamir:
From Tempered to Benign Overfitting in ReLU Neural Networks. CoRR abs/2305.15141 (2023) - [i5]Guy Kornowski, Ohad Shamir:
An Algorithm with Optimal Dimension-Dependence for Zero-Order Nonsmooth Nonconvex Stochastic Optimization. CoRR abs/2307.04504 (2023) - [i4]Steve Hanneke, Aryeh Kontorovich, Guy Kornowski:
Efficient Agnostic Learning with Average Smoothness. CoRR abs/2309.17016 (2023) - 2022
- [i3]Guy Kornowski, Ohad Shamir:
On the Complexity of Finding Small Subgradients in Nonsmooth Optimization. CoRR abs/2209.10346 (2022) - 2021
- [i2]Guy Kornowski, Ohad Shamir:
Oracle Complexity in Nonsmooth Nonconvex Optimization. CoRR abs/2104.06763 (2021) - 2020
- [i1]Guy Kornowski, Ohad Shamir:
High-Order Oracle Complexity of Smooth and Strongly Convex Optimization. CoRR abs/2010.06642 (2020)
Coauthor Index
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