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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

Contextual Pricing for Lipschitz Buyers NIPS 2018
Online Learning: Sufficient Statistics and the Burkholder Method COLT 2018
Memory Based Online Learning of Deep Representations From Video Streams CVPR 2018
Generalized Inverse Optimization through Online Learning NIPS 2018
Online Deep Learning: Learning Deep Neural Networks on the Fly IJCAI 2018
Personalized Language Model for Query Auto-Completion ACL 2018
Real-time Change Point Detection using On-line Topic Models COLING 2018
Profile-Based Bandit with Unknown Profiles JMLR 2018
Make the Minority Great Again: First-Order Regret Bound for Contextual Bandits ICML 2018
Denoising Neural Machine Translation Training with Trusted Data and Online Data Selection EMNLP 2018
Adaptive Learning with Unknown Information Flows NIPS 2018
Online Robust Policy Learning in the Presence of Unknown Adversaries NIPS 2018
Multiple-Step Greedy Policies in Approximate and Online Reinforcement Learning NIPS 2018
Meta-Gradient Reinforcement Learning NIPS 2018
Request-and-Reverify: Hierarchical Hypothesis Testing for Concept Drift Detection with Expensive Labels IJCAI 2018
Learning Optimal Reserve Price against Non-myopic Bidders NIPS 2018
Online Learning with an Unknown Fairness Metric NIPS 2018
Online Learning with Non-Convex Losses and Non-Stationary Regret AISTATS 2018
Growth-Optimal Portfolio Selection under CVaR Constraints AISTATS 2018
Policy Regret in Repeated Games NIPS 2018
The Hierarchical Adaptive Forgetting Variational Filter ICML 2018
Adaptive Exploration-Exploitation Tradeoff for Opportunistic Bandits ICML 2018
Regret Bounds for Online Portfolio Selection with a Cardinality Constraint NIPS 2018
Online Linear Quadratic Control ICML 2018
FFNet: Video Fast-Forwarding via Reinforcement Learning CVPR 2018