conftrace_

mixture model

262 papers

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Co-occurring keywords

bayesian inference (1907) dirichlet process (132) variational inference (2069) bayesian nonparametrics (270) expectation maximization (255) parameter estimation (274) unsupervised learning (3264) latent variable model (564) markov chain monte carlo (725) probabilistic modeling (852)

Papers

Repulsive Mixtures NIPS 2012
Coupling Nonparametric Mixtures via Latent Dirichlet Processes NIPS 2012
FastEx: Hash Clustering with Exponential Families NIPS 2012
Markov Logic Mixtures of Gaussian Processes: Towards Machines Reading Regression Data AISTATS 2012
Spectral Chinese Restaurant Processes: Nonparametric Clustering Based on Similarities AISTATS 2011
Dirichlet Process Mixtures of Generalized Linear Models JMLR 2011
Scalable Training of Mixture Models via Coresets NIPS 2011
Distance Dependent Chinese Restaurant Processes JMLR 2011
A Global Structural EM Algorithm for a Model of Cancer Progression NIPS 2011
A concave regularization technique for sparse mixture models NIPS 2011
Matrix-Variate Dirichlet Process Mixture Models AISTATS 2010
Construction of Dependent Dirichlet Processes based on Poisson Processes NIPS 2010
Mixture of time-warped trajectory models for movement decoding NIPS 2010
Dirichlet Process Mixtures of Generalized Linear Models AISTATS 2010
Fast Large-scale Mixture Modeling with Component-specific Data Partitions NIPS 2010
Classification with Incomplete Data Using Dirichlet Process Priors JMLR 2010
Perturbation Corrections in Approximate Inference: Mixture Modelling Applications JMLR 2009
Learning a Small Mixture of Trees NIPS 2009
Nonlinear Models Using Dirichlet Process Mixtures JMLR 2009
A Bayesian Model for Simultaneous Image Clustering, Annotation and Object Segmentation NIPS 2009
Hierarchical Learning of Dimensional Biases in Human Categorization NIPS 2009
A mixture model for the evolution of gene expression in non-homogeneous datasets NIPS 2008
Variational Mixture of Gaussian Process Experts NIPS 2008
Implicit Mixtures of Restricted Boltzmann Machines NIPS 2008
Gates NIPS 2008