Guy Kornowski

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 17

Top Topics

Convex Optimization

Top Venues

Publications

Guy Kornowski, Ohad Shamir
Open Problem: Anytime Convergence Rate of Gradient Descent. CoRR (2024)
Steve Hanneke, Aryeh Kontorovich, Guy Kornowski
Efficient Agnostic Learning with Average Smoothness. ALT (2024)
Guy Kornowski, Swati Padmanabhan, Kai Wang, Zhe Zhang, Suvrit Sra
First-Order Methods for Linearly Constrained Bilevel Optimization. CoRR (2024)
Guy Kornowski, Ohad Shamir
Open Problem: Anytime Convergence Rate of Gradient Descent. COLT (2024)
Guy Kornowski, Gilad Yehudai, Ohad Shamir
From Tempered to Benign Overfitting in ReLU Neural Networks. CoRR (2023)
Steve Hanneke, Aryeh Kontorovich, Guy Kornowski
Efficient Agnostic Learning with Average Smoothness. CoRR (2023)
Michael I. Jordan, Guy Kornowski, Tianyi Lin, Ohad Shamir, Manolis Zampetakis
Deterministic Nonsmooth Nonconvex Optimization. CoRR (2023)
Steve Hanneke, Aryeh Kontorovich, Guy Kornowski
Near-optimal learning with average Hölder smoothness. CoRR (2023)
Guy Kornowski, Ohad Shamir
An Algorithm with Optimal Dimension-Dependence for Zero-Order Nonsmooth Nonconvex Stochastic Optimization. CoRR (2023)
Michael I. Jordan, Guy Kornowski, Tianyi Lin, Ohad Shamir, Manolis Zampetakis
Deterministic Nonsmooth Nonconvex Optimization. COLT (2023)
Guy Kornowski, Steve Hanneke, Aryeh Kontorovich
Near-optimal learning with average Hölder smoothness. NeurIPS (2023)
Guy Kornowski, Gilad Yehudai, Ohad Shamir
From Tempered to Benign Overfitting in ReLU Neural Networks. NeurIPS (2023)
Guy Kornowski, Ohad Shamir
On the Complexity of Finding Small Subgradients in Nonsmooth Optimization. CoRR (2022)
Guy Kornowski, Ohad Shamir
Oracle Complexity in Nonsmooth Nonconvex Optimization. J. Mach. Learn. Res. 23 (2022)
Guy Kornowski, Ohad Shamir
Oracle Complexity in Nonsmooth Nonconvex Optimization. CoRR (2021)
Guy Kornowski, Ohad Shamir
Oracle Complexity in Nonsmooth Nonconvex Optimization. NeurIPS (2021)
Guy Kornowski, Ohad Shamir
High-Order Oracle Complexity of Smooth and Strongly Convex Optimization. CoRR (2020)