Adapting to Online Distribution Shifts in Deep Learning: A Black-Box ApproachInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2025 |
Online Label Shift: Optimal Dynamic Regret meets Practical AlgorithmsNeural Information Processing Systems (NeurIPS), 2023 |
Non-stationary Delayed Online Convex Optimization: From Full-information to Bandit SettingInternational Conference on Machine Learning (ICML), 2023 |