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

Competing Bandits in Time Varying Matching Markets L4DC 2023

Optimal Online Generalized Linear Regression with Stochastic Noise and Its Application to Heteroscedastic Bandits ICML 2023

Cilantro: Performance-Aware Resource Allocation for General Objectives via Online Feedback OSDI 2023

Online Estimation of the Koopman Operator Using Fourier Features L4DC 2023

Anytime Model Selection in Linear Bandits NIPS 2023

Strategic Classification under Unknown Personalized Manipulation NIPS 2023

Levin Tree Search with Context Models IJCAI 2023

No-Regret Learning with Unbounded Losses: The Case of Logarithmic Pooling NIPS 2023

Online Learning in Stackelberg Games with an Omniscient Follower ICML 2023

Attacks on Online Learners: a Teacher-Student Analysis NIPS 2023

Adapting to Continuous Covariate Shift via Online Density Ratio Estimation NIPS 2023

Logarithmic-Regret Quantum Learning Algorithms for Zero-Sum Games NIPS 2023

Online Learning under Adversarial Nonlinear Constraints NIPS 2023

Adversarial Resilience in Sequential Prediction via Abstention NIPS 2023

Finite-time Koopman Identifier: A Unified Batch-online Learning Framework for Joint Learning of Koopman Structure and Parameters JMLR 2023

Non-stationary Online Learning with Memory and Non-stochastic Control JMLR 2023

An Adaptive Algorithm for Learning with Unknown Distribution Drift NIPS 2023

Bandit Multi-linear DR-Submodular Maximization and Its Applications on Adversarial Submodular Bandits ICML 2023

Improved Regret for Efficient Online Reinforcement Learning with Linear Function Approximation ICML 2023

Tight Regret Bounds for Single-pass Streaming Multi-armed Bandits ICML 2023

Warm-Start Actor-Critic: From Approximation Error to Sub-optimality Gap ICML 2023

How Bad is Top-$K$ Recommendation under Competing Content Creators? ICML 2023

Fast Rates in Time-Varying Strongly Monotone Games ICML 2023

Online Clustering of Bandits with Misspecified User Models NIPS 2023

Multitask Learning with No Regret: from Improved Confidence Bounds to Active Learning NIPS 2023