Learning to Price Supply Chain Contracts against a Learning RetailerSocial Science Research Network (SSRN), 2022 |
Second Order Path Variationals in Non-Stationary Online LearningInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 |
Optimal Dynamic Regret in Proper Online Learning with Strongly Convex
Losses and BeyondInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 |
Adaptivity and Non-stationarity: Problem-dependent Dynamic Regret for
Online Convex OptimizationJournal of machine learning research (JMLR), 2021 |
Optimal Dynamic Regret in Exp-Concave Online LearningAnnual Conference Computational Learning Theory (COLT), 2021 |
Adaptive Importance Sampling for Finite-Sum Optimization and Sampling
with Decreasing Step-SizesNeural Information Processing Systems (NeurIPS), 2021 |
Temporal Variability in Implicit Online LearningNeural Information Processing Systems (NeurIPS), 2020 |