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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

Bregman Divergence for Stochastic Variance Reduction: Saddle-Point and Adversarial Prediction NIPS 2017
Position-based Multiple-play Bandit Problem with Unknown Position Bias NIPS 2017
Fast Rates for Bandit Optimization with Upper-Confidence Frank-Wolfe NIPS 2017
Active Exploration for Learning Symbolic Representations NIPS 2017
Online Asymmetric Similarity Learning for Cross-Modal Retrieval CVPR 2017
Learning Video Object Segmentation From Static Images CVPR 2017
Preparing for the Unknown: Learning a Universal Policy with Online System Identification RSS 2017
Online Automatic Post-editing for MT in a Multi-Domain Translation Environment EACL 2017
Stochastic Online Anomaly Analysis for Streaming Time Series IJCAI 2017
Neurogenesis-Inspired Dictionary Learning: Online Model Adaption in a Changing World IJCAI 2017
Improved Dynamic Regret for Non-degenerate Functions NIPS 2017
Online Learning and Blackwell Approachability in Quitting Games COLT 2016
Online Bayesian Moment Matching for Topic Modeling with Unknown Number of Topics NIPS 2016
Noise-Tolerant Life-Long Matrix Completion via Adaptive Sampling NIPS 2016
Importance Weighting Without Importance Weights: An Efficient Algorithm for Combinatorial Semi-Bandits JMLR 2016
Machine Learning in an Auction Environment JMLR 2016
Tracking Slowly Moving Clairvoyant: Optimal Dynamic Regret of Online Learning with True and Noisy Gradient ICML 2016
Accelerating Online Convex Optimization via Adaptive Prediction AISTATS 2016
Online Sparse Linear Regression COLT 2016
REX: A Development Platform and Online Learning Approach for Runtime Emergent Software Systems OSDI 2016
Heteroscedastic Sequences: Beyond Gaussianity ICML 2016
Optimistic Bandit Convex Optimization NIPS 2016
Dual Space Gradient Descent for Online Learning NIPS 2016
Online Learning with Feedback Graphs Without the Graphs ICML 2016
The Knowledge Gradient for Sequential Decision Making with Stochastic Binary Feedbacks ICML 2016