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

Latent Dictionary Learning for Sparse Representation based Classification CVPR 2014
Learning Latent Variable Gaussian Graphical Models ICML 2014
A Discriminative Latent Variable Model for Online Clustering ICML 2014
Latent Semantic Representation Learning for Scene Classification ICML 2014
Hamming Ball Auxiliary Sampling for Factorial Hidden Markov Models NIPS 2014
Methods of Moments for Learning Stochastic Languages: Unified Presentation and Empirical Comparison ICML 2014
Tensor Decompositions for Learning Latent Variable Models JMLR 2014
Scaling Nonparametric Bayesian Inference via Subsample-Annealing AISTATS 2014
Spectral Experts for Estimating Mixtures of Linear Regressions ICML 2013
Latent Structured Active Learning NIPS 2013
Learning Hidden Markov Models from Non-sequence Data via Tensor Decomposition NIPS 2013
Probabilistic Principal Geodesic Analysis NIPS 2013
Restricting exchangeable nonparametric distributions NIPS 2013
Contrastive Learning Using Spectral Methods NIPS 2013
Compositional Models for Video Event Detection: A Multiple Kernel Learning Latent Variable Approach ICCV 2013
A Scalable Approach to Probabilistic Latent Space Inference of Large-Scale Networks NIPS 2013
Approximate Gaussian process inference for the drift function in stochastic differential equations NIPS 2013
Capturing Layers in Image Collections with Componential Models: From the Layered Epitome to the Componential Counting Grid CVPR 2013
Fast Near-GRID Gaussian Process Regression AISTATS 2013
Training Deformable Part Models with Decorrelated Features ICCV 2013
Convex Two-Layer Modeling NIPS 2013
A Determinantal Point Process Latent Variable Model for Inhibition in Neural Spiking Data NIPS 2013
Unfolding Latent Tree Structures using 4th Order Tensors ICML 2013
An Efficient Posterior Regularized Latent Variable Model for Interactive Sound Source Separation ICML 2013
Infinite Latent Conditional Random Fields for Modeling Environments through Humans RSS 2013