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

DriftSurf: Stable-State / Reactive-State Learning under Concept Drift ICML 2021

Dynamic Planning and Learning under Recovering Rewards ICML 2021

On the Power of Localized Perceptron for Label-Optimal Learning of Halfspaces with Adversarial Noise ICML 2021

Top-k eXtreme Contextual Bandits with Arm Hierarchy ICML 2021

Toward Optimal Solution for the Context-Attentive Bandit Problem IJCAI 2021

Joint Online Learning and Decision-making via Dual Mirror Descent ICML 2021

Learning to Price Against a Moving Target ICML 2021

Towards Reducing Biases in Combining Multiple Experts Online IJCAI 2021

Gaussian Process-Based Real-Time Learning for Safety Critical Applications ICML 2021

Stochastic Multi-Armed Bandits with Unrestricted Delay Distributions ICML 2021

Knowledge Consolidation based Class Incremental Online Learning with Limited Data IJCAI 2021

Regret Minimization in Stochastic Non-Convex Learning via a Proximal-Gradient Approach ICML 2021

Online Learning with Optimism and Delay ICML 2021

Jointly Learning Prices and Product Features IJCAI 2021

Multi-Receiver Online Bayesian Persuasion ICML 2021

Online Learning for Load Balancing of Unknown Monotone Resource Allocation Games ICML 2021

Addressing the Long-term Impact of ML Decisions via Policy Regret IJCAI 2021

Decision-Making Under Selective Labels: Optimal Finite-Domain Policies and Beyond ICML 2021

Peer Collaborative Learning for Online Knowledge Distillation AAAI 2021

ACAT-G: An Interactive Learning Framework for Assisted Response Generation AAAI 2021

Robust Bandit Learning with Imperfect Context AAAI 2021

Model-Free Online Learning in Unknown Sequential Decision Making Problems and Games AAAI 2021

Projection-free Decentralized Online Learning for Submodular Maximization over Time-Varying Networks JMLR 2021

Policy Optimization as Online Learning with Mediator Feedback AAAI 2021

Contextual Bandits with Delayed Feedback and Semi-supervised Learning (Student Abstract) AAAI 2021