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

Gas Distribution Modeling using Sparse Gaussian Process Mixture Models RSS 2008
Characterizing response behavior in multisensory perception with conflicting cues NIPS 2008
Learning with Tree-Averaged Densities and Distributions NIPS 2007
Convex Clustering with Exemplar-Based Models NIPS 2007
A Probabilistic Analysis of EM for Mixtures of Separated, Spherical Gaussians JMLR 2007
The Value of Labeled and Unlabeled Examples when the Model is Imperfect NIPS 2007
Robust Regression with Twinned Gaussian Processes NIPS 2007
Clustering Under Prior Knowledge with Application to Image Segmentation NIPS 2006
Simplifying Mixture Models through Function Approximation NIPS 2006
Accelerated Variational Dirichlet Process Mixtures NIPS 2006
Hierarchical Dirichlet Processes with Random Effects NIPS 2006
Learning with Mixtures of Trees JMLR 2000