online learning

On Similarity Prediction and Pairwise Clustering ALT 2018 PCC Vivace: Online-Learning Congestion Control NSDI 2018 Personalized Language Model for Query Auto-Completion ACL 2018 Policy Regret in Repeated Games NeurIPS 2018 Practical Contextual Bandits with Regression Oracles ICML 2018 Preventing Disparate Treatment in Sequential Decision Making IJCAI 2018 Profile-Based Bandit with Unknown Profiles JMLR 2018 Real-time Change Point Detection using On-line Topic Models COLING 2018 Regret Bounds for Online Portfolio Selection with a Cardinality Constraint NeurIPS 2018 Request-and-Reverify: Hierarchical Hypothesis Testing for Concept Drift Detection with Expensive Labels IJCAI 2018 SAFFRON: an Adaptive Algorithm for Online Control of the False Discovery Rate ICML 2018 Scalar Posterior Sampling with Applications NeurIPS 2018 Semi-Supervised Learning on Data Streams via Temporal Label Propagation ICML 2018 Small-loss bounds for online learning with partial information COLT 2018 Sparsity, variance and curvature in multi-armed bandits ALT 2018 The Everlasting Database: Statistical Validity at a Fair Price NeurIPS 2018 The Externalities of Exploration and How Data Diversity Helps Exploitation COLT 2018 The Hierarchical Adaptive Forgetting Variational Filter ICML 2018 The Many Faces of Exponential Weights in Online Learning COLT 2018 TopRank: A practical algorithm for online stochastic ranking NeurIPS 2018 Unbiased Online Recurrent Optimization ICLR 2018 Using Contextual Bandits with Behavioral Constraints for Constrained Online Movie Recommendation IJCAI 2018 Variance-Reduced Stochastic Gradient Descent on Streaming Data NeurIPS 2018 Variational Continual Learning ICLR 2018 Action Centered Contextual Bandits NeurIPS 2017