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Nonparametric Bayesian

86 directly classified papers

Papers per year

Papers

The Mondrian Process NIPS 2008
The Gaussian Process Density Sampler NIPS 2008
Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images NIPS 2008
Infinite State Bayes-Nets for Structured Domains NIPS 2007
The Infinite Gamma-Poisson Feature Model NIPS 2007
The Infinite Markov Model NIPS 2007
A Nonparametric Bayesian Method for Inferring Features From Similarity Judgments NIPS 2006
Hierarchical Dirichlet Processes with Random Effects NIPS 2006
Particle Filtering for Nonparametric Bayesian Matrix Factorization NIPS 2006
Learning Time-Intensity Profiles of Human Activity using Non-Parametric Bayesian Models NIPS 2006
Hidden Markov Dirichlet Process: Modeling Genetic Recombination in Open Ancestral Space NIPS 2006