conftrace_

latent variable

541 papers

Explore in graph

Co-occurring keywords

variational autoencoder (1288) variational inference (2069) latent variable model (564) generative model (2892) graphical model (864) causal inference (1630) causal discovery (460) representation learning (6206) unsupervised learning (3264) dialogue generation (454)

Papers

Learning Gaussian Graphical Models with Observed or Latent FVSs NIPS 2013
Nonlinearly Constrained MRFs: Exploring the Intrinsic Dimensions of Higher-Order Cliques CVPR 2013
Latent Maximum Margin Clustering NIPS 2013
Coupling Nonparametric Mixtures via Latent Dirichlet Processes NIPS 2012
Learning Linear Cyclic Causal Models with Latent Variables JMLR 2012
Latent Graphical Model Selection: Efficient Methods for Locally Tree-like Graphs NIPS 2012
Subset Infinite Relational Models AISTATS 2012
Tensor Decomposition for Fast Parsing with Latent-Variable PCFGs NIPS 2012
Mixed Cumulative Distribution Networks AISTATS 2011
Message-Passing for Approximate MAP Inference with Latent Variables NIPS 2011
Switch-Reset Models : Exact and Approximate Inference AISTATS 2011
Learning equivalence classes of acyclic models with latent and selection variables from multiple datasets with overlapping variables AISTATS 2011
Discussion of “Learning Equivalence Classes of Acyclic Models with Latent and Selection Variables from Multiple Datasets with Overlapping Variables” AISTATS 2011
Multilinear Subspace Regression: An Orthogonal Tensor Decomposition Approach NIPS 2011
Generating more realistic images using gated MRF's NIPS 2010
Sparse Instrumental Variables (SPIV) for Genome-Wide Studies NIPS 2010
Gaussian sampling by local perturbations NIPS 2010
Beyond Actions: Discriminative Models for Contextual Group Activities NIPS 2010
Incremental Sigmoid Belief Networks for Grammar Learning JMLR 2010
A Rotation Test to Verify Latent Structure JMLR 2010
Gated Softmax Classification NIPS 2010
Graphical Gaussian modelling of multivariate time series with latent variables AISTATS 2010
Evidence-Specific Structures for Rich Tractable CRFs NIPS 2010
Inference of Sparse Networks with Unobserved Variables. Application to Gene Regulatory Networks AISTATS 2010
Reduced-Rank Hidden Markov Models AISTATS 2010