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

Online Reinforcement Learning with Uncertain Episode Lengths AAAI 2023

Online Estimation of the Koopman Operator Using Fourier Features L4DC 2023

On Universal Portfolios with Continuous Side Information AISTATS 2023

Probably Anytime-Safe Stochastic Combinatorial Semi-Bandits ICML 2023

Learning to Rank under Multinomial Logit Choice JMLR 2023

Planning for Learning Object Properties AAAI 2023

Online Clustering of Bandits with Misspecified User Models NIPS 2023

Optimistic Whittle Index Policy: Online Learning for Restless Bandits AAAI 2023

Warm-Starting Nested Rollout Policy Adaptation with Optimal Stopping AAAI 2023

Near-Optimal Differentially Private Reinforcement Learning AISTATS 2023

Doubly Fair Dynamic Pricing AISTATS 2023

Dynamic Pricing with Volume Discounts in Online Settings AAAI 2023

When Online Learning Meets ODE: Learning without Forgetting on Variable Feature Space AAAI 2023

Competing against Adaptive Strategies in Online Learning via Hints AISTATS 2023

Second Order Path Variationals in Non-Stationary Online Learning AISTATS 2023

Online Hyperparameter Optimization for Class-Incremental Learning AAAI 2023

Nonstochastic Contextual Combinatorial Bandits AISTATS 2023

Further Adaptive Best-of-Both-Worlds Algorithm for Combinatorial Semi-Bandits AISTATS 2023

Online Harmonizing Gradient Descent for Imbalanced Data Streams One-Pass Classification IJCAI 2023

Online Linearized LASSO AISTATS 2023

Optimal Sample Complexity Bounds for Non-convex Optimization under Kurdyka-Lojasiewicz Condition AISTATS 2023

Risk-aware linear bandits with convex loss AISTATS 2023

Kalman Bayesian Neural Networks for Closed-Form Online Learning AAAI 2023

EasyRec: An Easy-to-Use, Extendable and Efficient Framework for Building Industrial Recommendation Systems AAAI 2023

Online Learning for Non-monotone DR-Submodular Maximization: From Full Information to Bandit Feedback AISTATS 2023