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

Nested Expectation Propagation for Gaussian Process Classification with a Multinomial Probit Likelihood JMLR 2013
Using multiple samples to learn mixture models NIPS 2013
Perturbative Corrections for Approximate Inference in Gaussian Latent Variable Models JMLR 2013
Max-Margin Min-Entropy Models AISTATS 2012
Latent Coincidence Analysis: A Hidden Variable Model for Distance Metric Learning NIPS 2012
Probabilistic Modeling of Human Movements for Intention Inference RSS 2012
Discriminative Mixtures of Sparse Latent Fields for Risk Management AISTATS 2012
Age-Layered Expectation Maximization for Parameter Learning in Bayesian Networks AISTATS 2012
Probabilistic Event Cascades for Alzheimer's disease NIPS 2012
A Conditional Multinomial Mixture Model for Superset Label Learning NIPS 2012
Identifiability and Unmixing of Latent Parse Trees NIPS 2012
Kernel Latent SVM for Visual Recognition NIPS 2012
Priors for Diversity in Generative Latent Variable Models NIPS 2012
Learning Latent Variable Models by Pairwise Cluster Comparison ACML 2012
Latent Graphical Model Selection: Efficient Methods for Locally Tree-like Graphs NIPS 2012
Statistical Models for Exploring Individual Email Communication Behavior ACML 2012
Factorial LDA: Sparse Multi-Dimensional Text Models NIPS 2012
Bayesian Group Factor Analysis AISTATS 2012
Bayesian Nonparametric Modeling of Suicide Attempts NIPS 2012
Facial Expression Transfer with Input-Output Temporal Restricted Boltzmann Machines NIPS 2011
Confidence Sets for Network Structure NIPS 2011
Sparse Linear Identifiable Multivariate Modeling JMLR 2011
Mixed-Variate Restricted Boltzmann Machines ACML 2011
Thinning Measurement Models and Questionnaire Design NIPS 2011
Learning Probabilistic Non-Linear Latent Variable Models for Tracking Complex Activities NIPS 2011