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Variational Inference

1946 directly classified papers

Papers per year

Papers

Approximate Bayesian Image Interpretation using Generative Probabilistic Graphics Programs NIPS 2013
An Optimal Policy for Target Localization with Application to Electron Microscopy ICML 2013
Approximate inference in latent Gaussian-Markov models from continuous time observations NIPS 2013
Probabilistic Principal Geodesic Analysis NIPS 2013
Memoized Online Variational Inference for Dirichlet Process Mixture Models NIPS 2013
A Scalable Approach to Probabilistic Latent Space Inference of Large-Scale Networks NIPS 2013
Dense Variational Reconstruction of Non-rigid Surfaces from Monocular Video CVPR 2013
Multi-image Blind Deblurring Using a Coupled Adaptive Sparse Prior CVPR 2013
Bayesian Canonical Correlation Analysis JMLR 2013
Truly Nonparametric Online Variational Inference for Hierarchical Dirichlet Processes NIPS 2012
Variational Inference for Crowdsourcing NIPS 2012
A Stick-Breaking Likelihood for Categorical Data Analysis with Latent Gaussian Models AISTATS 2012
Truncation-free Online Variational Inference for Bayesian Nonparametric Models NIPS 2012
Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints NIPS 2012
Small-Variance Asymptotics for Exponential Family Dirichlet Process Mixture Models NIPS 2012
Phoneme Classification using Constrained Variational Gaussian Process Dynamical System NIPS 2012
Perfect Dimensionality Recovery by Variational Bayesian PCA NIPS 2012
The variational hierarchical EM algorithm for clustering hidden Markov models NIPS 2012
Bayesian Probabilistic Co-Subspace Addition NIPS 2012
Affine Independent Variational Inference NIPS 2012
Fast Bayesian Inference for Non-Conjugate Gaussian Process Regression NIPS 2012
Bayesian Warped Gaussian Processes NIPS 2012
Meta-Gaussian Information Bottleneck NIPS 2012
Variational Gaussian Process Dynamical Systems NIPS 2011
Global Solution of Fully-Observed Variational Bayesian Matrix Factorization is Column-Wise Independent NIPS 2011