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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

Online Learning in Contextual Bandits using Gated Linear Networks NIPS 2020
Online Linear Optimization with Many Hints NIPS 2020
Optimal Algorithms for Stochastic Multi-Armed Bandits with Heavy Tailed Rewards NIPS 2020
Meta-Consolidation for Continual Learning NIPS 2020
Meta-Gradient Reinforcement Learning with an Objective Discovered Online NIPS 2020
Task-Agnostic Online Reinforcement Learning with an Infinite Mixture of Gaussian Processes NIPS 2020
Policy Improvement via Imitation of Multiple Oracles NIPS 2020
Online Conversation Disentanglement with Pointer Networks EMNLP 2020
Language Models not just for Pre-training: Fast Online Neural Noisy Channel Modeling EMNLP 2020
A PTAS for the Bayesian Thresholding Bandit Problem AISTATS 2020
Online Pricing with Offline Data: Phase Transition and Inverse Square Law ICML 2020
(Locally) Differentially Private Combinatorial Semi-Bandits ICML 2020
Online Learning with Dependent Stochastic Feedback Graphs ICML 2020
Real-Time Optimisation for Online Learning in Auctions ICML 2020
Parameter-free, Dynamic, and Strongly-Adaptive Online Learning ICML 2020
No-Regret and Incentive-Compatible Online Learning ICML 2020
Gradient-free Online Learning in Continuous Games with Delayed Rewards ICML 2020
Towards Non-Parametric Drift Detection via Dynamic Adapting Window Independence Drift Detection (DAWIDD) ICML 2020
A simpler approach to accelerated optimization: iterative averaging meets optimism ICML 2020
Online Learning for Active Cache Synchronization ICML 2020
Online Joint Multi-Metric Adaptation From Frequent Sharing-Subset Mining for Person Re-Identification CVPR 2020
Learning piecewise Lipschitz functions in changing environments AISTATS 2020
An Optimal Algorithm for Adversarial Bandits with Arbitrary Delays AISTATS 2020
Laplacian-Regularized Graph Bandits: Algorithms and Theoretical Analysis AISTATS 2020
Online Learning Using Only Peer Prediction AISTATS 2020