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variational inference

2069 papers

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VI

Co-occurring keywords

bayesian inference (1904) gaussian process (1198) generative model (2889) variational autoencoder (1282) latent variable model (564) probabilistic modeling (851) representation learning (6174) uncertainty quantification (1365) latent variable (541) approximate inference (253)

Papers

Von Mises-Fisher Clustering Models ICML 2014
Robust Bayesian Max-Margin Clustering NIPS 2014
A Bayesian model for identifying hierarchically organised states in neural population activity NIPS 2014
Fast Allocation of Gaussian Process Experts ICML 2014
A Truncated EM Approach for Spike-and-Slab Sparse Coding JMLR 2014
Robust Principal Component Analysis with Complex Noise ICML 2014
Sparse meta-Gaussian information bottleneck ICML 2014
Analysis of Variational Bayesian Latent Dirichlet Allocation: Weaker Sparsity Than MAP NIPS 2014
Beta Process Multiple Kernel Learning CVPR 2014
Bayesian Nonparametric Comorbidity Analysis of Psychiatric Disorders JMLR 2014
Variational Inference for Sequential Distance Dependent Chinese Restaurant Process ICML 2014
Efficient Gradient-Based Inference through Transformations between Bayes Nets and Neural Nets ICML 2014
Neural Variational Inference and Learning in Belief Networks ICML 2014
Spectral Methods for Indian Buffet Process Inference NIPS 2014
Efficient Inference for Complex Queries on Complex Distributions AISTATS 2014
Bayesian Nonparametric Poisson Factorization for Recommendation Systems AISTATS 2014
Scalable Variational Bayesian Matrix Factorization with Side Information AISTATS 2014
Expectation Propagation for Likelihoods Depending on an Inner Product of Two Multivariate Random Variables AISTATS 2014
Black Box Variational Inference AISTATS 2014
Deep AutoRegressive Networks ICML 2014
On Prior Distributions and Approximate Inference for Structured Variables NIPS 2014
Clamping Variables and Approximate Inference NIPS 2014
Variational Gaussian Inference for Bilinear Models of Count Data ACML 2014
Dual online inference for latent Dirichlet allocation ACML 2014
Stochastic Backpropagation and Approximate Inference in Deep Generative Models ICML 2014