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NIPS
2000
13 years 9 months ago
Learning Continuous Distributions: Simulations With Field Theoretic Priors
Learning of a smooth but nonparametric probability density can be regularized using methods of Quantum Field Theory. We implement a field theoretic prior numerically, test its eff...
Ilya Nemenman, William Bialek
ICML
2008
IEEE
14 years 8 months ago
An analysis of reinforcement learning with function approximation
Francisco S. Melo, Sean P. Meyn, M. Isabel Ribeiro
ICALT
2003
IEEE
14 years 1 months ago
Theoretical Analysis of Mission-Based Learning Model
Yueh-Chun Shih, Nian-Shing Chen
ICML
2003
IEEE
14 years 8 months ago
Informative Discriminant Analysis
Samuel Kaski, Jaakko Peltonen