Online Learning

Lookback Prophet Inequalities NeurIPS 2024 Lower Bounds for Differential Privacy Under Continual Observation and Online Threshold Queries COLT 2024 Maximizing the Success Probability of Policy Allocations in Online Systems AAAI 2024 Maximizing utility in multi-agent environments by anticipating the behavior of other learners NeurIPS 2024 Mixed-Effects Contextual Bandits AAAI 2024 Mode Estimation with Partial Feedback COLT 2024 MoML: Online Meta Adaptation for 3D Human Motion Prediction CVPR 2024 Multi-armed bandits with guaranteed revenue per arm AISTATS 2024 Multiclass Transductive Online Learning NeurIPS 2024 Multiobjective Lipschitz Bandits under Lexicographic Ordering AAAI 2024 Mutli-Armed Bandits with Network Interference NeurIPS 2024 Near-Optimal Learning and Planning in Separated Latent MDPs COLT 2024 Non-stationary Projection-Free Online Learning with Dynamic and Adaptive Regret Guarantees AAAI 2024 Oja's Algorithm for Streaming Sparse PCA NeurIPS 2024 Online Bayesian Persuasion Without a Clue NeurIPS 2024 Online Boosting Adaptive Learning under Concept Drift for Multistream Classification AAAI 2024 Online Classification with Predictions NeurIPS 2024 Online Class-Incremental Learning for Real-World Food Image Classification WACV 2024 Online Composite Optimization Between Stochastic and Adversarial Environments NeurIPS 2024 Online Consistency of the Nearest Neighbor Rule NeurIPS 2024 Online Conversion Rate Prediction via Multi-Interval Screening and Synthesizing under Delayed Feedback AAAI 2024 Online Convex Optimisation: The Optimal Switching Regret for all Segmentations Simultaneously NeurIPS 2024 Online Estimation via Offline Estimation: An Information-Theoretic Framework NeurIPS 2024 Online Information Acquisition: Hiring Multiple Agents ICLR 2024 Online learning in bandits with predicted context AISTATS 2024