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Online Algorithms

2,192 papers

Papers per year

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Papers

On-Line Learning Algorithms for Path Experts with Non-Additive Losses COLT 2015
Contextual Dueling Bandits COLT 2015
Faster Algorithms for Testing under Conditional Sampling COLT 2015
Competing with the Empirical Risk Minimizer in a Single Pass COLT 2015
Regret Lower Bound and Optimal Algorithm in Dueling Bandit Problem COLT 2015
Second-order Quantile Methods for Experts and Combinatorial Games COLT 2015
Achieving All with No Parameters: AdaNormalHedge COLT 2015
Online Density Estimation of Bradley-Terry Models COLT 2015
First-order regret bounds for combinatorial semi-bandits COLT 2015
Batched Bandit Problems COLT 2015
Hierarchies of Relaxations for Online Prediction Problems with Evolving Constraints COLT 2015
On the Complexity of Bandit Linear Optimization COLT 2015
Online Sketching Hashing CVPR 2015
Improved Regret Bounds for Undiscounted Continuous Reinforcement Learning ICML 2015
Online Learning of Eigenvectors ICML 2015
The Hedge Algorithm on a Continuum ICML 2015
Efficient Learning in Large-Scale Combinatorial Semi-Bandits ICML 2015
Simple regret for infinitely many armed bandits ICML 2015
On Identifying Good Options under Combinatorially Structured Feedback in Finite Noisy Environments ICML 2015
Strongly Adaptive Online Learning ICML 2015
Cheap Bandits ICML 2015
Online Time Series Prediction with Missing Data ICML 2015
Online Learning via Sequential Complexities JMLR 2015
Response-Based Approachability with Applications to Generalized No-Regret Problems JMLR 2015
Fast Rates in Statistical and Online Learning JMLR 2015