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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

Data Poisoning Attacks on Stochastic Bandits ICML 2019
Learning Discriminative Model Prediction for Tracking ICCV 2019
Optimal Exploitation of Clustering and History Information in Multi-armed Bandit IJCAI 2019
Marginal Posterior Sampling for Slate Bandits IJCAI 2019
Network Embedding under Partial Monitoring for Evolving Networks IJCAI 2019
Dynamic Trip-Vehicle Dispatch with Scheduled and On-Demand Requests UAI 2019
BubbleRank: Safe Online Learning to Re-Rank via Implicit Click Feedback UAI 2019
Reducing Exploration of Dying Arms in Mortal Bandits UAI 2019
Online Learning from Capricious Data Streams: A Generative Approach IJCAI 2019
Indirect Trust is Simple to Establish IJCAI 2019
Online Convex Matrix Factorization with Representative Regions NIPS 2019
InterSpot: Interactive Spammer Detection in Social Media IJCAI 2019
Confirmatory Bayesian Online Change Point Detection in the Covariance Structure of Gaussian Processes IJCAI 2019
Incremental Learning from Scratch for Task-Oriented Dialogue Systems ACL 2019
Incremental Randomized Sketching for Online Kernel Learning ICML 2019
Towards Incremental Learning of Word Embeddings Using Context Informativeness ACL 2019
Computational Ad Hominem Detection ACL 2019
Confidence Weighted Multitask Learning AAAI 2019
Vortices Instead of Equilibria in MinMax Optimization: Chaos and Butterfly Effects of Online Learning in Zero-Sum Games COLT 2019
Collective Online Learning of Gaussian Processes in Massive Multi-Agent Systems AAAI 2019
Batch-Size Independent Regret Bounds for the Combinatorial Multi-Armed Bandit Problem COLT 2019
Online Non-Additive Path Learning under Full and Partial Information ALT 2019
On the optimality of the Hedge algorithm in the stochastic regime JMLR 2019
Lazifying Conditional Gradient Algorithms JMLR 2019
Robust Frequent Directions with Application in Online Learning JMLR 2019