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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

On preserving non-discrimination when combining expert advice NIPS 2018
Faster Online Learning of Optimal Threshold for Consistent F-measure Optimization NIPS 2018
Nonstochastic Bandits with Composite Anonymous Feedback COLT 2018
Active DOP: A constituency treebank annotation tool with online learning COLING 2018
PCC Vivace: Online-Learning Congestion Control NSDI 2018
HONES: A Fast and Tuning-free Homotopy Method For Online Newton Step AISTATS 2018
Meta-Level Control of Anytime Algorithms with Online Performance Prediction IJCAI 2018
Preventing Disparate Treatment in Sequential Decision Making IJCAI 2018
The Externalities of Exploration and How Data Diversity Helps Exploitation COLT 2018
Competing with Automata-based Expert Sequences AISTATS 2018
Online Ensemble Multi-kernel Learning Adaptive to Non-stationary and Adversarial Environments AISTATS 2018
Online Structure Learning for Feed-Forward and Recurrent Sum-Product Networks NIPS 2018
On Similarity Prediction and Pairwise Clustering ALT 2018
Online learning over a finite action set with limited switching COLT 2018
Sparsity, variance and curvature in multi-armed bandits ALT 2018
Online Learning of Combinatorial Objects via Extended Formulation ALT 2018
Adaptation to Easy Data in Prediction with Limited Advice NIPS 2018
Contextual bandits with surrogate losses: Margin bounds and efficient algorithms NIPS 2018
Multinomial Logit Bandit with Linear Utility Functions IJCAI 2018
Dynamic Regret of Strongly Adaptive Methods ICML 2018
The Many Faces of Exponential Weights in Online Learning COLT 2018
Black-Box Reductions for Parameter-free Online Learning in Banach Spaces COLT 2018
TopRank: A practical algorithm for online stochastic ranking NIPS 2018
Efficient Adaptive Online Learning via Frequent Directions IJCAI 2018
Fast Factorization-free Kernel Learning for Unlabeled Chunk Data Streams IJCAI 2018