Approximate inference in Boltzmann machines
Artificial Intelligence
Bayesian learning in undirected graphical models: approximate MCMC algorithms
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
Graph partition strategies for generalized mean field inference
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
Variational and stochastic inference for Bayesian source separation
Digital Signal Processing
Mean-field variational approximate Bayesian inference for latent variable models
Computational Statistics & Data Analysis
Cluster Selection Based on Coupling for Gaussian Mean Fields
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Graphical Models, Exponential Families, and Variational Inference
Foundations and Trends® in Machine Learning
Focusing generalizations of belief propagation on targeted queries
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Journal of Artificial Intelligence Research
Variational upper bounds for probabilistic phylogenetic models
RECOMB'07 Proceedings of the 11th annual international conference on Research in computational molecular biology
Optimization of structured mean field objectives
UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence
Social action tracking via noise tolerant time-varying factor graphs
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
UAI'01 Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence
Exact inference in networks with discrete children of continuous parents
UAI'01 Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence
A generalized mean field algorithm for variational inference in exponential families
UAI'03 Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence
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