Online Learning

Multi-Armed Bandit Problem with Temporally-Partitioned Rewards: When Partial Feedback Counts IJCAI 2022 MuMu: Cooperative Multitask Learning-Based Guided Multimodal Fusion AAAI 2022 Nearly Optimal Best-of-Both-Worlds Algorithms for Online Learning with Feedback Graphs NeurIPS 2022 Near-Optimal No-Regret Learning Dynamics for General Convex Games NeurIPS 2022 Non-convex online learning via algorithmic equivalence NeurIPS 2022 Non-parametric Online Learning from Human Feedback for Neural Machine Translation AAAI 2022 Nonstationary Dual Averaging and Online Fair Allocation NeurIPS 2022 Non-stationary Online Learning with Memory and Non-stochastic Control AISTATS 2022 Nonstochastic Bandits and Experts with Arm-Dependent Delays AISTATS 2022 No-Regret Learning in Time-Varying Zero-Sum Games ICML 2022 Norm-Agnostic Linear Bandits AISTATS 2022 On Efficient Online Imitation Learning via Classification NeurIPS 2022 Online Agnostic Multiclass Boosting NeurIPS 2022 Online Algorithms for the Santa Claus Problem NeurIPS 2022 Online Allocation and Learning in the Presence of Strategic Agents NeurIPS 2022 Online Continual Learning on a Contaminated Data Stream With Blurry Task Boundaries CVPR 2022 Online Convex Optimization with Hard Constraints: Towards the Best of Two Worlds and Beyond NeurIPS 2022 Online Coreference Resolution for Dialogue Processing: Improving Mention-Linking on Real-Time Conversations NAACL 2022 Online Learning and Pricing for Network Revenue Management with Reusable Resources NeurIPS 2022 Online Learning for Min Sum Set Cover and Pandora’s Box ICML 2022 Online Learning of Open-set Speaker Identification by Active User-registration Interspeech 2022 Online Learning to Transport via the Minimal Selection Principle COLT 2022 Online Minimax Multiobjective Optimization: Multicalibeating and Other Applications NeurIPS 2022 Online Mirror Descent and Dual Averaging: Keeping Pace in the Dynamic Case JMLR 2022 Online Nonnegative CP-dictionary Learning for Markovian Data JMLR 2022