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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

Security Analysis of Online Centroid Anomaly Detection JMLR 2012
Stochastic convex optimization with bandit feedback NIPS 2011
Online Learning of Structured Predictors with Multiple Kernels AISTATS 2011
Confidence Weighted Mean Reversion Strategy for On-Line Portfolio Selection AISTATS 2011
Regret Bounds for the Adaptive Control of Linear Quadratic Systems COLT 2011
Minimax Regret of Finite Partial-Monitoring Games in Stochastic Environments COLT 2011
Complexity-Based Approach to Calibration with Checking Rules COLT 2011
The KL-UCB Algorithm for Bounded Stochastic Bandits and Beyond COLT 2011
Robust approachability and regret minimization in games with partial monitoring COLT 2011
Online Learning: Beyond Regret COLT 2011
Linear Submodular Bandits and their Application to Diversified Retrieval NIPS 2011
Prediction strategies without loss NIPS 2011
Online Learning in Case of Unbounded Losses Using Follow the Perturbed Leader Algorithm JMLR 2011
Agnostic KWIK learning and efficient approximate reinforcement learning COLT 2011
Does an Efficient Calibrated Forecasting Strategy Exist? COLT 2011
Minimax Algorithm for Learning Rotations COLT 2011
Better Algorithms for Benign Bandits JMLR 2011
Online Variational Inference for the Hierarchical Dirichlet Process AISTATS 2011
Double Updating Online Learning JMLR 2011
Internal Regret with Partial Monitoring: Calibration-Based Optimal Algorithms JMLR 2011
Adaptive Subgradient Methods for Online Learning and Stochastic Optimization JMLR 2011
Contextual Bandits with Linear Payoff Functions AISTATS 2011
Missing Information Impediments to Learnability COLT 2011
Beyond the regret minimization barrier: an optimal algorithm for stochastic strongly-convex optimization COLT 2011
Adaptive Hedge NIPS 2011