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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

No-Regret Prediction in Marginally Stable Systems COLT 2020
Online Matrix Completion with Side Information NIPS 2020
Nearly Optimal Regret for Stochastic Linear Bandits with Heavy-Tailed Payoffs IJCAI 2020
Prediction with Corrupted Expert Advice NIPS 2020
Root-n-Regret for Learning in Markov Decision Processes with Function Approximation and Low Bellman Rank COLT 2020
Bounded Rationality in Las Vegas: Probabilistic Finite Automata Play Multi-Armed Bandits UAI 2020
Pitfalls of Learning a Reward Function Online IJCAI 2020
An Online Learning Framework for Energy-Efficient Navigation of Electric Vehicles IJCAI 2020
Efficient and Robust High-Dimensional Linear Contextual Bandits IJCAI 2020
Online Parameter-Free Learning of Multiple Low Variance Tasks UAI 2020
Coresets via Bilevel Optimization for Continual Learning and Streaming NIPS 2020
VoiceID on the Fly: A Speaker Recognition System that Learns from Scratch INTERSPEECH 2020
Frame-Wise Online Unsupervised Adaptation of DNN-HMM Acoustic Model from Perspective of Robust Adaptive Filtering INTERSPEECH 2020
Online Active Learning of Reject Option Classifiers AAAI 2020
SPSTracker: Sub-Peak Suppression of Response Map for Robust Object Tracking AAAI 2020
Discriminative and Robust Online Learning for Siamese Visual Tracking AAAI 2020
Smoothed Analysis of Online and Differentially Private Learning NIPS 2020
Improved Sleeping Bandits with Stochastic Action Sets and Adversarial Rewards ICML 2020
Online Learning with Vector Costs and Bandits with Knapsacks COLT 2020
Thompson Sampling for Adversarial Bit Prediction ALT 2020
Online Non-Convex Learning: Following the Perturbed Leader is Optimal ALT 2020
Incorporating Failure Events in Agents’ Decision Making to Improve User Satisfaction IJCAI 2020
Safe Linear Stochastic Bandits AAAI 2020
Restless-UCB, an Efficient and Low-complexity Algorithm for Online Restless Bandits NIPS 2020
Linear Bandits with Feature Feedback AAAI 2020