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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

Cost-aware Cascading Bandits IJCAI 2018
Online Bootstrap Confidence Intervals for the Stochastic Gradient Descent Estimator JMLR 2018
Online Heterogeneous Transfer Metric Learning IJCAI 2018
Minimizing Adaptive Regret with One Gradient per Iteration IJCAI 2018
Online Continuous-Time Tensor Factorization Based on Pairwise Interactive Point Processes IJCAI 2018
Bandit Online Learning on Graphs via Adaptive Optimization IJCAI 2018
Online Kernel Selection via Incremental Sketched Kernel Alignment IJCAI 2018
Advancements in Dueling Bandits IJCAI 2018
Using Contextual Bandits with Behavioral Constraints for Constrained Online Movie Recommendation IJCAI 2018
KELP: a Kernel-based Learning Platform JMLR 2018
An Optimal Learning Algorithm for Online Unconstrained Submodular Maximization COLT 2018
Logistic Regression: The Importance of Being Improper COLT 2018
Bandits with Delayed, Aggregated Anonymous Feedback ICML 2018
Efficient Online Portfolio with Logarithmic Regret NIPS 2018
Community Exploration: From Offline Optimization to Online Learning NIPS 2018
Online Learning of Quantum States NIPS 2018
Scalar Posterior Sampling with Applications NIPS 2018
Variance-Reduced Stochastic Gradient Descent on Streaming Data NIPS 2018
Convergence of Unregularized Online Learning Algorithms JMLR 2018
Practical Contextual Bandits with Regression Oracles ICML 2018
SAFFRON: an Adaptive Algorithm for Online Control of the False Discovery Rate ICML 2018
Semi-Supervised Learning on Data Streams via Temporal Label Propagation ICML 2018
Online Learning with Abstention ICML 2018
Efficient Diverse Ensemble for Discriminative Co-Tracking CVPR 2018
Near Optimal Exploration-Exploitation in Non-Communicating Markov Decision Processes NIPS 2018