Guy Kornowski
13 papers · 2021–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π£ Hot Topic Early Bird π Cross-Pollinator (9) π§ Keyword Pioneer π Interdisciplinary Bridge
π
Century Club
(12)
π₯
Unstoppable
(5)
Conferences
COLT (4)
NIPS (4)
ALT (2)
JMLR (2)
ICML (1)
Top co-authors
Research topics
Keywords
nonsmooth optimization
(4)
nonconvex optimization
(3)
oracle complexity
(2)
bilevel optimization
(2)
gradient descent
(2)
stationary point
(2)
uniform convergence
(1)
nonparametric regression
(1)
gradient-based method
(1)
optimization theory
(1)
distribution-free learning
(1)
zero-order optimization
(1)
convergence rate
(1)
minimax rate
(1)
linear constraint
(1)
non-smooth optimization
(1)
goldstein stationary point
(1)
benign overfitting
(1)
gradient norm
(1)
first-order method
(1)
Papers
Differentially Private Bilevel Optimization
ALT 2026
Improved Sample Complexity for Private Nonsmooth Nonconvex Optimization
ICML 2025
The Oracle Complexity of Simplex-based Matrix Games: Linear Separability and Nash Equilibria
COLT 2025
Trade-offs in Data Memorization via Strong Data Processing Inequalities
COLT 2025
Open Problem: Anytime Convergence Rate of Gradient Descent
COLT 2024
First-Order Methods for Linearly Constrained Bilevel Optimization
NIPS 2024
Efficient Agnostic Learning with Average Smoothness
ALT 2024
An Algorithm with Optimal Dimension-Dependence for Zero-Order Nonsmooth Nonconvex Stochastic Optimization
JMLR 2024
Deterministic Nonsmooth Nonconvex Optimization
COLT 2023
From Tempered to Benign Overfitting in ReLU Neural Networks
NIPS 2023
Near-optimal learning with average HΓΆlder smoothness
NIPS 2023
Oracle Complexity in Nonsmooth Nonconvex Optimization
JMLR 2022
Oracle Complexity in Nonsmooth Nonconvex Optimization
NIPS 2021