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nonparametric bayesian

124 papers

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Also known as

BNP NPB

Co-occurring keywords

bayesian nonparametrics (175) bayesian inference (1904) dirichlet process (132) gaussian process (1198) variational inference (2069) indian buffet process (40) bayesian nonparametric (137) markov chain monte carlo (724) gibbs sampling (201) hierarchical dirichlet process (49)

Papers

Nonparametric Bayesian Models for Unsupervised Event Coreference Resolution NIPS 2009
Nonparametric Bayesian Texture Learning and Synthesis NIPS 2009
Construction of Nonparametric Bayesian Models from Parametric Bayes Equations NIPS 2009
Large Scale Nonparametric Bayesian Inference: Data Parallelisation in the Indian Buffet Process NIPS 2009
An Infinite Factor Model Hierarchy Via a Noisy-Or Mechanism NIPS 2009
Modelling Relational Data using Bayesian Clustered Tensor Factorization NIPS 2009
Bayesian Nonparametric Models on Decomposable Graphs NIPS 2009
Indian Buffet Processes with Power-law Behavior NIPS 2009
Nonparametric Latent Feature Models for Link Prediction NIPS 2009
The Infinite Hierarchical Factor Regression Model NIPS 2008
The Infinite Factorial Hidden Markov Model NIPS 2008
The Gaussian Process Density Sampler NIPS 2008
Analyzing human feature learning as nonparametric Bayesian inference NIPS 2008
The Mondrian Process NIPS 2008
Nonparametric Bayesian Learning of Switching Linear Dynamical Systems NIPS 2008
Infinite State Bayes-Nets for Structured Domains NIPS 2007
The Infinite Gamma-Poisson Feature Model NIPS 2007
Gaussian Beam Processes: A Nonparametric Bayesian Measurement Model for Range Finders RSS 2007
The Infinite Markov Model NIPS 2007
Bayesian Detection of Infrequent Differences in Sets of Time Series with Shared Structure NIPS 2006
Particle Filtering for Nonparametric Bayesian Matrix Factorization NIPS 2006
A Nonparametric Bayesian Method for Inferring Features From Similarity Judgments NIPS 2006
Adaptor Grammars: A Framework for Specifying Compositional Nonparametric Bayesian Models NIPS 2006
Modeling Dyadic Data with Binary Latent Factors NIPS 2006