conftrace_

latent variable model

564 papers

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Also known as

LVM

Co-occurring keywords

variational inference (2069) latent variable (541) variational autoencoder (1288) gaussian process (1200) bayesian inference (1907) generative model (2892) expectation maximization (255) unsupervised learning (3264) probabilistic modeling (852) probabilistic model (476)

Papers

Variational Gaussian Process Dynamical Systems NIPS 2011
Hidden-Unit Conditional Random Fields AISTATS 2011
An Unsupervised Decontamination Procedure For Improving The Reliability Of Human Judgments NIPS 2011
A concave regularization technique for sparse mixture models NIPS 2011
Inference of Sparse Networks with Unobserved Variables. Application to Gene Regulatory Networks AISTATS 2010
Variational bounds for mixed-data factor analysis NIPS 2010
Bayesian Gaussian Process Latent Variable Model AISTATS 2010
Inference with Multivariate Heavy-Tails in Linear Models NIPS 2010
Beyond Actions: Discriminative Models for Contextual Group Activities NIPS 2010
A Discriminative Latent Model of Image Region and Object Tag Correspondence NIPS 2010
Self-Paced Learning for Latent Variable Models NIPS 2010
Reducing Label Complexity by Learning From Bags AISTATS 2010
Posterior Regularization for Structured Latent Variable Models JMLR 2010
Cross Species Expression Analysis using a Dirichlet Process Mixture Model with Latent Matchings NIPS 2010
Latent Variable Models for Predicting File Dependencies in Large-Scale Software Development NIPS 2010
Generating more realistic images using gated MRF's NIPS 2010
Learning GP-BayesFilters via Gaussian process latent variable models RSS 2009
Occlusive Components Analysis NIPS 2009
Estimating image bases for visual image reconstruction from human brain activity NIPS 2009
Factor Modeling for Advertisement Targeting NIPS 2009
A Bayesian Analysis of Dynamics in Free Recall NIPS 2009
Clustering sequence sets for motif discovery NIPS 2009
Posterior vs Parameter Sparsity in Latent Variable Models NIPS 2009
Evaluating probabilities under high-dimensional latent variable models NIPS 2008
Mixed Membership Stochastic Blockmodels NIPS 2008