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Variational Inference

1,952 papers

Papers per year

2
9
31
252
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Papers

Multi-Prediction Deep Boltzmann Machines NIPS 2013
Integrated Non-Factorized Variational Inference NIPS 2013
Stochastic Gradient Riemannian Langevin Dynamics on the Probability Simplex NIPS 2013
Global Solver and Its Efficient Approximation for Variational Bayesian Low-rank Subspace Clustering NIPS 2013
Memoized Online Variational Inference for Dirichlet Process Mixture Models NIPS 2013
Probabilistic Principal Geodesic Analysis NIPS 2013
Approximate inference in latent Gaussian-Markov models from continuous time observations NIPS 2013
Approximate Bayesian Image Interpretation using Generative Probabilistic Graphics Programs NIPS 2013
Structural Expectation Propagation (SEP): Bayesian structure learning for networks with latent variables AISTATS 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
An Optimal Policy for Target Localization with Application to Electron Microscopy ICML 2013
Global Analytic Solution of Fully-observed Variational Bayesian Matrix Factorization JMLR 2013
Bayesian Canonical Correlation Analysis JMLR 2013
Stochastic Variational Inference JMLR 2013
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
Perfect Dimensionality Recovery by Variational Bayesian PCA NIPS 2012
Small-Variance Asymptotics for Exponential Family Dirichlet Process Mixture Models NIPS 2012
Meta-Gaussian Information Bottleneck NIPS 2012
Phoneme Classification using Constrained Variational Gaussian Process Dynamical System NIPS 2012
The variational hierarchical EM algorithm for clustering hidden Markov models NIPS 2012
Truly Nonparametric Online Variational Inference for Hierarchical Dirichlet Processes NIPS 2012
Bayesian Probabilistic Co-Subspace Addition NIPS 2012
Variational Inference for Crowdsourcing NIPS 2012