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

Efficient Online ML API Selection for Multi-Label Classification Tasks ICML 2022

Fourier Learning with Cyclical Data ICML 2022

An Online Learning Approach towards Far-sighted Emergency Relief Planning under Intentional Attacks in Conflict Areas IJCAI 2022

Bounded Memory Adversarial Bandits with Composite Anonymous Delayed Feedback IJCAI 2022

Multi-Armed Bandit Problem with Temporally-Partitioned Rewards: When Partial Feedback Counts IJCAI 2022

Online and Consistent Correlation Clustering ICML 2022

Regret Minimization with Performative Feedback ICML 2022

KL-UCB-Switch: Optimal Regret Bounds for Stochastic Bandits from Both a Distribution-Dependent and a Distribution-Free Viewpoints JMLR 2022

Barrier Bayesian Linear Regression: Online Learning of Control Barrier Conditions for Safety-Critical Control of Uncertain Systems L4DC 2022

Breaking the $\sqrtT$ Barrier: Instance-Independent Logarithmic Regret in Stochastic Contextual Linear Bandits ICML 2022

Learning from Students: Online Contrastive Distillation Network for General Continual Learning IJCAI 2022

Learning on the Edge: Online Learning with Stochastic Feedback Graphs NIPS 2022

Online Minimax Multiobjective Optimization: Multicalibeating and Other Applications NIPS 2022

A Near-Optimal Best-of-Both-Worlds Algorithm for Online Learning with Feedback Graphs NIPS 2022

Online Agnostic Multiclass Boosting NIPS 2022

Nearly Optimal Best-of-Both-Worlds Algorithms for Online Learning with Feedback Graphs NIPS 2022

A Regret-Variance Trade-Off in Online Learning NIPS 2022

Stochastic Online Learning with Feedback Graphs: Finite-Time and Asymptotic Optimality NIPS 2022

Online PAC-Bayes Learning NIPS 2022

Non-convex online learning via algorithmic equivalence NIPS 2022

An Analysis of Ensemble Sampling NIPS 2022

Adaptive Oracle-Efficient Online Learning NIPS 2022

A Lyapunov-Based Methodology for Constrained Optimization with Bandit Feedback AAAI 2022

Task-Free Continual Learning via Online Discrepancy Distance Learning NIPS 2022

Fully General Online Imitation Learning JMLR 2022