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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

Corralling a Larger Band of Bandits: A Case Study on Switching Regret for Linear Bandits COLT 2022
Scale-free Unconstrained Online Learning for Curved Losses COLT 2022
Adaptive Bandit Convex Optimization with Heterogeneous Curvature COLT 2022
Learning from a Learning User for Optimal Recommendations ICML 2022
Minimal Expected Regret in Linear Quadratic Control AISTATS 2022
Towards Agnostic Feature-based Dynamic Pricing: Linear Policies vs Linear Valuation with Unknown Noise AISTATS 2022
DayDreamer: World Models for Physical Robot Learning CORL 2022
Online Influence Maximization with Node-Level Feedback Using Standard Offline Oracles AAAI 2022
Online Continual Adaptation with Active Self-Training AISTATS 2022
An Online Learning Approach to Interpolation and Extrapolation in Domain Generalization AISTATS 2022
A Lyapunov-Based Methodology for Constrained Optimization with Bandit Feedback AAAI 2022
Complete Policy Regret Bounds for Tallying Bandits COLT 2022
Optimal Dynamic Regret in Proper Online Learning with Strongly Convex Losses and Beyond AISTATS 2022
Simultaneously Learning Stochastic and Adversarial Bandits under the Position-Based Model AAAI 2022
Exploiting Correlation to Achieve Faster Learning Rates in Low-Rank Preference Bandits AISTATS 2022
Online Continual Learning on a Contaminated Data Stream With Blurry Task Boundaries CVPR 2022
Data sampling affects the complexity of online SGD over dependent data UAI 2022
k-experts - Online Policies and Fundamental Limits AISTATS 2022
Norm-Agnostic Linear Bandits AISTATS 2022
Dynamic Regret of Online Markov Decision Processes ICML 2022
Learning to Communicate Effectively Between Battery-free Devices NSDI 2022
An Online Learning Approach to Sequential User-Centric Selection Problems AAAI 2022
ArtiBoost: Boosting Articulated 3D Hand-Object Pose Estimation via Online Exploration and Synthesis CVPR 2022
Thompson Sampling for Robust Transfer in Multi-Task Bandits ICML 2022
Online Missing Value Imputation and Change Point Detection with the Gaussian Copula AAAI 2022