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

Paired-Dual Learning for Fast Training of Latent Variable Hinge-Loss MRFs ICML 2015
A Linear Dynamical System Model for Text ICML 2015
Latent Gaussian Processes for Distribution Estimation of Multivariate Categorical Data ICML 2015
Escaping From Saddle Points — Online Stochastic Gradient for Tensor Decomposition COLT 2015
Regularized EM Algorithms: A Unified Framework and Statistical Guarantees NIPS 2015
Weakly Supervised Object Detection With Convex Clustering CVPR 2015
Latent Bayesian melding for integrating individual and population models NIPS 2015
Probabilistic Curve Learning: Coulomb Repulsion and the Electrostatic Gaussian Process NIPS 2015
On some provably correct cases of variational inference for topic models NIPS 2015
Multi-Conditional Latent Variable Model for Joint Facial Action Unit Detection ICCV 2015
The Bayesian Echo Chamber: Modeling Social Influence via Linguistic Accommodation AISTATS 2015
Cutting Edge: Soft Correspondences in Multimodal Scene Parsing ICCV 2015
MANTRA: Minimum Maximum Latent Structural SVM for Image Classification and Ranking ICCV 2015
Modeling Correlated Arrival Events with Latent Semi-Markov Processes ICML 2014
Estimating Latent-Variable Graphical Models using Moments and Likelihoods ICML 2014
Nonparametric Estimation of Multi-View Latent Variable Models ICML 2014
Uniqueness of Tensor Decompositions with Applications to Polynomial Identifiability COLT 2014
Clustered factor analysis of multineuronal spike data NIPS 2014
Distributed Variational Inference in Sparse Gaussian Process Regression and Latent Variable Models NIPS 2014
Learning to Recognize Human Activities from Soft Labeled Data RSS 2014
Parallel Sampling of HDPs using Sub-Cluster Splits NIPS 2014
Bayesian Inference with Posterior Regularization and Applications to Infinite Latent SVMs JMLR 2014
Black Box Variational Inference AISTATS 2014
Expectation Propagation for Likelihoods Depending on an Inner Product of Two Multivariate Random Variables AISTATS 2014
Modeling High-Dimensional Humans for Activity Anticipation using Gaussian Process Latent CRFs RSS 2014