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latent variable

541 papers

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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

Reducing the Rank in Relational Factorization Models by Including Observable Patterns NIPS 2014
Computational Education using Latent Structured Prediction AISTATS 2014
SMERED: A Bayesian Approach to Graphical Record Linkage and De-duplication AISTATS 2014
Spectral Learning of Latent-Variable PCFGs: Algorithms and Sample Complexity JMLR 2014
Latent Support Measure Machines for Bag-of-Words Data Classification NIPS 2014
Marginal Structured SVM with Hidden Variables ICML 2014
Thurstonian Boltzmann Machines: Learning from Multiple Inequalities ICML 2013
Multilinear Dynamical Systems for Tensor Time Series NIPS 2013
Learning Multiple Behaviors from Unlabeled Demonstrations in a Latent Controller Space ICML 2013
Convex Two-Layer Modeling NIPS 2013
Structural Expectation Propagation (SEP): Bayesian structure learning for networks with latent variables AISTATS 2013
Dynamic Pooling for Complex Event Recognition ICCV 2013
Action Recognition by Hierarchical Sequence Summarization CVPR 2013
Spatial Inference Machines CVPR 2013
Multiclass Latent Locally Linear Support Vector Machines ACML 2013
Sensor Selection in High-Dimensional Gaussian Trees with Nuisances NIPS 2013
Diagonal Orthant Multinomial Probit Models AISTATS 2013
Group Norm for Learning Structured SVMs with Unstructured Latent Variables ICCV 2013
Compositional Models for Video Event Detection: A Multiple Kernel Learning Latent Variable Approach ICCV 2013
Learning Linear Bayesian Networks with Latent Variables ICML 2013
Part-Based Visual Tracking with Online Latent Structural Learning CVPR 2013
When are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity NIPS 2013
Discovering Hidden Variables in Noisy-Or Networks using Quartet Tests NIPS 2013
Similarity Component Analysis NIPS 2013
Tensor Analyzers ICML 2013