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

Sample Efficient Reinforcement Learning with Partial Dynamics Knowledge AAAI 2024

Learning to Price Homogeneous Data NIPS 2024

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

A Closer Look at Curriculum Adversarial Training: From an Online Perspective AAAI 2024

Online Markov Decision Processes Configuration with Continuous Decision Space AAAI 2024

Unsupervised Online Continual Learning for Automatic Speech Recognition INTERSPEECH 2024

Online Bayesian Persuasion Without a Clue NIPS 2024

Information Capacity Regret Bounds for Bandits with Mediator Feedback JMLR 2024

Smoothed Online Classification can be Harder than Batch Classification NIPS 2024

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

BPO: Staying Close to the Behavior LLM Creates Better Online LLM Alignment EMNLP 2024

The Limits of Differential Privacy in Online Learning NIPS 2024

On the Minimax Regret for Contextual Linear Bandits and Multi-Armed Bandits with Expert Advice NIPS 2024

Multiclass Transductive Online Learning NIPS 2024

Contextual Active Model Selection NIPS 2024

Online Relational Inference for Evolving Multi-agent Interacting Systems NIPS 2024

Localized Adaptive Risk Control NIPS 2024

MoML: Online Meta Adaptation for 3D Human Motion Prediction CVPR 2024

RL in Latent MDPs is Tractable: Online Guarantees via Off-Policy Evaluation NIPS 2024

Sequential Probability Assignment with Contexts: Minimax Regret, Contextual Shtarkov Sums, and Contextual Normalized Maximum Likelihood NIPS 2024

On the Necessity of Collaboration for Online Model Selection with Decentralized Data NIPS 2024

Think Before You Duel: Understanding Complexities of Preference Learning under Constrained Resources AISTATS 2024

Online Learning of Partitions in Additively Separable Hedonic Games IJCAI 2024

Warm-up Free Policy Optimization: Improved Regret in Linear Markov Decision Processes NIPS 2024

Optimistic Information Directed Sampling COLT 2024