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online learning

1777 papers

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OL

Co-occurring keywords

regret bound (1926) multi-armed bandit (1098) stochastic optimization (1060) regret minimization (315) contextual bandit (381) reinforcement learning (4352) online algorithm (445) convex optimization (1321) adversarial learning (1595) continual learning (1181)

Papers

Multi-Armed Bandits with Cost Subsidy AISTATS 2021
Online learning in MDPs with linear function approximation and bandit feedback. NIPS 2021
Online Sparse Reinforcement Learning AISTATS 2021
Improved Regret Bounds for Tracking Experts with Memory NIPS 2021
Provably Efficient Reinforcement Learning with Linear Function Approximation under Adaptivity Constraints NIPS 2021
Decentralized Learning in Online Queuing Systems NIPS 2021
Revisiting Smoothed Online Learning NIPS 2021
Unifying Online and Counterfactual Learning to Rank: A Novel Counterfactual Estimator that Effectively Utilizes Online Interventions (Extended Abstract) IJCAI 2021
Refined approachability algorithms and application to regret minimization with global costs JMLR 2021
A One-Size-Fits-All Solution to Conservative Bandit Problems AAAI 2021
Enhancing E-commerce Recommender System Adaptability with Online Deep Controllable Learning-To-Rank AAAI 2021
Multi-layered Network Exploration via Random Walks: From Offline Optimization to Online Learning ICML 2021
Bandits with partially observable confounded data UAI 2021
Exploiting Opponents Under Utility Constraints in Sequential Games NIPS 2021
Bandit Phase Retrieval NIPS 2021
Recursive Least-Squares Estimator-Aided Online Learning for Visual Tracking CVPR 2020
Online Algorithm for Unsupervised Sequential Selection with Contextual Information NIPS 2020
Focus of Attention Improves Information Transfer in Visual Features NIPS 2020
Spectral bandits JMLR 2020
A Unified Framework of Online Learning Algorithms for Training Recurrent Neural Networks JMLR 2020
A simpler approach to accelerated optimization: iterative averaging meets optimism ICML 2020
Incorporating Failure Events in Agents’ Decision Making to Improve User Satisfaction IJCAI 2020
RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning AAAI 2020
Online Learning for Active Cache Synchronization ICML 2020
Efficient and Modularized Training on FPGA for Real-time Applications IJCAI 2020