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Stochastic Methods

2788 directly classified papers

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Papers

Handling Advertisements of Unknown Quality in Search Advertising NIPS 2006
Adaptive Dynamics with Efficient Contact Handling for Articulated Robots RSS 2006
Estimating Functions for Blind Separation When Sources Have Variance Dependencies JMLR 2005
Convergence Theorems for Generalized Alternating Minimization Procedures JMLR 2005
Randomized Variable Elimination JMLR 2004
A Multiscale Framework For Blind Separation of Linearly Mixed Signals JMLR 2003
A Maximum Likelihood Approach to Single-channel Source Separation JMLR 2003
Blind Source Recovery: A Framework in the State Space JMLR 2003
Learning Rates for Q-learning JMLR 2003
Concentration Inequalities for the Missing Mass and for Histogram Rule Error JMLR 2003
Finding the Most Interesting Patterns in a Database Quickly by Using Sequential Sampling JMLR 2002
Efficient Algorithms for Universal Portfolios JMLR 2002
Learning Evaluation Functions to Improve Optimization by Local Search JMLR 2000