online learning

1770 papers

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Also known as

OLO OL

Co-occurring keywords

regret bound (1918) multi-armed bandit (1091) stochastic optimization (1060) regret minimization (315) contextual bandit (379) reinforcement learning (4122) online algorithm (444) convex optimization (1320) adversarial learning (1592) continual learning (1164)

Papers

Gradient-Variation Online Learning under Generalized Smoothness NIPS 2024

Summarizing Stream Data for Memory-Constrained Online Continual Learning AAAI 2024

Online Learning with Sublinear Best-Action Queries NIPS 2024

MetaCURL: Non-stationary Concave Utility Reinforcement Learning NIPS 2024

Optimal Learning Policies for Differential Privacy in Multi-armed Bandits JMLR 2024

Multiclass Transductive Online Learning NIPS 2024

Continuous Prediction with Experts' Advice JMLR 2024

Structured Dynamic Pricing: Optimal Regret in a Global Shrinkage Model JMLR 2024

Contextual Active Model Selection NIPS 2024

Localized Adaptive Risk Control NIPS 2024

The Limits of Differential Privacy in Online Learning NIPS 2024

Oracle-Efficient Hybrid Online Learning with Unknown Distribution COLT 2024

Online Boosting Adaptive Learning under Concept Drift for Multistream Classification AAAI 2024

Regret Analysis of Repeated Delegated Choice AAAI 2024

Online Bayesian Persuasion Without a Clue NIPS 2024

Fair Online Bilateral Trade NIPS 2024

On the Optimality of Dilated Entropy and Lower Bounds for Online Learning in Extensive-Form Games NIPS 2024

Learning from One Continuous Video Stream CVPR 2024

HiGrad: Uncertainty Quantification for Online Learning and Stochastic Approximation JMLR 2023

Graph-Aided Online Multi-Kernel Learning JMLR 2023

Levin Tree Search with Context Models IJCAI 2023

Survey on Online Streaming Continual Learning IJCAI 2023

Spotlight News Driven Quantitative Trading Based on Trajectory Optimization IJCAI 2023

Efficient Online Decision Tree Learning with Active Feature Acquisition IJCAI 2023

On the Interplay Between Misspecification and Sub-optimality Gap in Linear Contextual Bandits ICML 2023