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

Probabilistic Inference with Generating Functions for Poisson Latent Variable Models NIPS 2016
Towards Conceptual Compression NIPS 2016
Dealbreaker: A Nonlinear Latent Variable Model for Educational Data ICML 2016
Variational Bayes on Monte Carlo Steroids NIPS 2016
Stochastic Variational Inference for the HDP-HMM AISTATS 2016
Bayesian Poisson Tucker Decomposition for Learning the Structure of International Relations ICML 2016
Reinforcement Learning of POMDPs using Spectral Methods COLT 2016
Deep Survival Analysis MLHC 2016
Blind Regression: Nonparametric Regression for Latent Variable Models via Collaborative Filtering NIPS 2016
Structured Generative Models of Continuous Features for Word Sense Induction COLING 2016
Deep Exponential Families AISTATS 2015
A Spectral Algorithm for Inference in Hidden semi-Markov Models AISTATS 2015
Bayesian Manifold Learning: The Locally Linear Latent Variable Model (LL-LVM) NIPS 2015
Spectral Learning of Large Structured HMMs for Comparative Epigenomics NIPS 2015
Multi-instance multi-label learning in the presence of novel class instances ICML 2015
A Gaussian Process Latent Variable Model for BRDF Inference ICCV 2015
A Gaussian Process Model of Quasar Spectral Energy Distributions NIPS 2015
Online Tensor Methods for Learning Latent Variable Models JMLR 2015
Learning Overcomplete Latent Variable Models through Tensor Methods COLT 2015
Inference in a Partially Observed Queuing Model with Applications in Ecology ICML 2015
Gaussian Process Random Fields NIPS 2015
A Recurrent Latent Variable Model for Sequential Data NIPS 2015
High Dimensional EM Algorithm: Statistical Optimization and Asymptotic Normality NIPS 2015
A Framework for Individualizing Predictions of Disease Trajectories by Exploiting Multi-Resolution Structure NIPS 2015
Rebuilding Factorized Information Criterion: Asymptotically Accurate Marginal Likelihood ICML 2015