Optimal Guarantees for Algorithmic Reproducibility and Gradient
Complexity in Convex OptimizationNeural Information Processing Systems (NeurIPS), 2023 |
Uniform Stability for First-Order Empirical Risk MinimizationAnnual Conference Computational Learning Theory (COLT), 2022 |
Stability vs Implicit Bias of Gradient Methods on Separable Data and
BeyondAnnual Conference Computational Learning Theory (COLT), 2022 |
Reproducibility in Optimization: Theoretical Framework and LimitsNeural Information Processing Systems (NeurIPS), 2022 |