Stochastic Methods
2,991 papers
Papers per year
1
2
5
1
2
10
14
16
15
23
33
43
70
80
84
113
144
173
261
299
319
318
359
375
198
33
2000
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Papers
Linear State-Space Models for Blind Source Separation
JMLR 2006
Near-Uniform Sampling of Combinatorial Spaces Using XOR Constraints
NeurIPS 2006
Optimal Change-Detection and Spiking Neurons
NeurIPS 2006
Particle Filtering for Nonparametric Bayesian Matrix Factorization
NeurIPS 2006
Real-time adaptive information-theoretic optimization of neurophysiology experiments
NeurIPS 2006
Convergence Theorems for Generalized Alternating Minimization Procedures
JMLR 2005
Estimating Functions for Blind Separation When Sources Have Variance Dependencies
JMLR 2005
Randomized Variable Elimination
JMLR 2004
A Maximum Likelihood Approach to Single-channel Source Separation
JMLR 2003
A Multiscale Framework For Blind Separation of Linearly Mixed Signals
JMLR 2003
Blind Source Recovery: A Framework in the State Space
JMLR 2003
Concentration Inequalities for the Missing Mass and for Histogram Rule Error
JMLR 2003
Learning Rates for Q-learning
JMLR 2003
Efficient Algorithms for Universal Portfolios
JMLR 2002
Finding the Most Interesting Patterns in a Database Quickly by Using Sequential Sampling
JMLR 2002
Learning Evaluation Functions to Improve Optimization by Local Search
JMLR 2000