{"total":15,"rows":[{"id":"2202.13441","title":"Stability vs Implicit Bias of Gradient Methods on Separable Data and Beyond","created":"2022-02-27","cited_by_count":29,"area":null},{"id":"2202.04598","title":"Reproducibility in Optimization: Theoretical Framework and Limits","created":"2022-02-09","cited_by_count":21,"area":null},{"id":"2201.06656","title":"Generalization in Supervised Learning Through Riemannian Contraction","created":"2022-01-17","cited_by_count":8,"area":null},{"id":"2207.08257","title":"Uniform Stability for First-Order Empirical Risk Minimization","created":"2022-07-17","cited_by_count":8,"area":null},{"id":"2310.17759","title":"Optimal Guarantees for Algorithmic Reproducibility and Gradient Complexity in Convex Optimization","created":"2023-10-26","cited_by_count":3,"area":null},{"id":"2605.08488","title":"A Unified Lyapunov-IQC Framework for Uniform Stability of Smooth Quadratic First-Order Accelerated Optimizers","created":"2026-05-08","cited_by_count":1,"area":null},{"id":"2605.28517","title":"Stochastic Gradient Descent with Momentum is Algorithmically Stable","created":"2026-05-27","cited_by_count":1,"area":null},{"id":"2107.08686","title":"Improved Learning Rates for Stochastic Optimization","created":"2021-07-19","cited_by_count":0,"area":null},{"id":"2405.13765","title":"On the stability of gradient descent with second order dynamics for time-varying cost functions","created":"2024-05-22","cited_by_count":0,"area":null},{"id":"2510.25042","title":"Dynamically Weighted Momentum with Adaptive Step Sizes for Efficient Deep Network Training","created":"2025-10-29","cited_by_count":0,"area":null},{"id":"2603.08676","title":"Momentum SVGD-EM for Accelerated Maximum Marginal Likelihood Estimation","created":"2026-03-09","cited_by_count":0,"area":null},{"id":"2606.11431","title":"Mirror Descent Beyond Euclidean Stability: An Exponential Separation in Initialization Sensitivity","created":"2026-06-09","cited_by_count":0,"area":null},{"id":"2606.28123","title":"Dangerous Liaisons of Convex Learning and Non-Affine Aggregation","created":"2026-06-26","cited_by_count":0,"area":null},{"id":"2607.01492","title":"Unveiling the Non-Monotonic Effect of Privacy on Generalization under Byzantine Robustness","created":"2026-07-01","cited_by_count":0,"area":null},{"id":"2608.30431","title":"Generalization as a robust performance property of learning-enabled dynamical systems","created":"2026-08-31","cited_by_count":0,"area":null}],"next_cursor":null}