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

Overcoming Prior Misspecification in Online Learning to Rank AISTATS 2023

Banker Online Mirror Descent: A Universal Approach for Delayed Online Bandit Learning ICML 2023

Non-stationary Reinforcement Learning under General Function Approximation ICML 2023

Efficient Batched Algorithm for Contextual Linear Bandits with Large Action Space via Soft Elimination NIPS 2023

First- and Second-Order Bounds for Adversarial Linear Contextual Bandits NIPS 2023

Online Learning under Adversarial Nonlinear Constraints NIPS 2023

Stochastic Approximation Approaches to Group Distributionally Robust Optimization NIPS 2023

Regret Matching+: (In)Stability and Fast Convergence in Games NIPS 2023

Efficient Algorithms for Generalized Linear Bandits with Heavy-tailed Rewards NIPS 2023

Smoothed Online Learning for Prediction in Piecewise Affine Systems NIPS 2023

Optimal Rates and Efficient Algorithms for Online Bayesian Persuasion ICML 2023

Riemannian Projection-free Online Learning NIPS 2023

Fast Online Node Labeling for Very Large Graphs ICML 2023

Learning to Incentivize Information Acquisition: Proper Scoring Rules Meet Principal-Agent Model ICML 2023

Understanding the Role of Feedback in Online Learning with Switching Costs ICML 2023

Near-Optimal Differentially Private Reinforcement Learning AISTATS 2023

Universal Online Learning with Gradient Variations: A Multi-layer Online Ensemble Approach NIPS 2023

Improved Online Learning Algorithms for CTR Prediction in Ad Auctions ICML 2023

Adapting to game trees in zero-sum imperfect information games ICML 2023

Online Ad Procurement in Non-stationary Autobidding Worlds NIPS 2023

Improved Algorithms for Multi-period Multi-class Packing Problems with Bandit Feedback ICML 2023

On Robust Streaming for Learning with Experts: Algorithms and Lower Bounds NIPS 2023

Buying Information for Stochastic Optimization ICML 2023

Anytime Model Selection in Linear Bandits NIPS 2023

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