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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

An MRF-Poselets Model for Detecting Highly Articulated Humans ICCV 2015
Sparse Variational Inference for Generalized GP Models ICML 2015
Large-scale Distributed Dependent Nonparametric Trees ICML 2015
Variational Information Maximisation for Intrinsically Motivated Reinforcement Learning NIPS 2015
Fast Second Order Stochastic Backpropagation for Variational Inference NIPS 2015
Inference for determinantal point processes without spectral knowledge NIPS 2015
Probabilistic Variational Bounds for Graphical Models NIPS 2015
Decomposition Bounds for Marginal MAP NIPS 2015
Variational Dropout and the Local Reparameterization Trick NIPS 2015
Deep Convolutional Inverse Graphics Network NIPS 2015
Bayesian Manifold Learning: The Locally Linear Latent Variable Model (LL-LVM) NIPS 2015
Variational Consensus Monte Carlo NIPS 2015
Weight Uncertainty in Neural Network ICML 2015
Local Expectation Gradients for Black Box Variational Inference NIPS 2015
The Population Posterior and Bayesian Modeling on Streams NIPS 2015
Regularized EM Algorithms: A Unified Framework and Statistical Guarantees NIPS 2015
Bayesian dark knowledge NIPS 2015
Barrier Frank-Wolfe for Marginal Inference NIPS 2015
Celeste: Variational inference for a generative model of astronomical images ICML 2015
Kullback-Leibler Proximal Variational Inference NIPS 2015
Automatic Variational Inference in Stan NIPS 2015
Streaming, Distributed Variational Inference for Bayesian Nonparametrics NIPS 2015
Scalable Inference for Gaussian Process Models with Black-Box Likelihoods NIPS 2015
Linear Response Methods for Accurate Covariance Estimates from Mean Field Variational Bayes NIPS 2015
On some provably correct cases of variational inference for topic models NIPS 2015