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Operator Variational Inference

27 October 2016

Papers citing "Operator Variational Inference"

22 / 72 papers shown

Title
Adversarial Variational Bayes Methods for Tweedie Compound Poisson Mixed Models Yaodong Yang Rui Luo Yuanyuan Liu 26 0 0 16 Jun 2017
PixelGAN Autoencoders Alireza Makhzani Brendan J. Frey GAN 79 100 0 02 Jun 2017
Kernel Implicit Variational Inference Jiaxin Shi Shengyang Sun Jun Zhu BDL 93 3 0 29 May 2017
Filtering Variational Objectives Chris J. Maddison Dieterich Lawson George Tucker N. Heess Mohammad Norouzi A. Mnih Arnaud Doucet Yee Whye Teh FedML 260 210 0 25 May 2017
Causal Effect Inference with Deep Latent-Variable Models Christos Louizos Uri Shalit Joris Mooij David Sontag R. Zemel Max Welling CML BDL 242 750 0 24 May 2017
Gradient Estimators for Implicit Models Yingzhen Li Richard Turner 157 108 0 19 May 2017
Frequentist Consistency of Variational Bayes Yixin Wang David M. Blei BDL 153 208 0 09 May 2017
Importance Sampled Stochastic Optimization for Variational Inference J. Sakaya Arto Klami BDL 48 7 0 19 Apr 2017
Learning Approximately Objective Priors Eric T. Nalisnick Padhraic Smyth 40 11 0 04 Apr 2017
Measuring Sample Quality with Kernels Jackson Gorham Lester W. Mackey 183 224 0 06 Mar 2017
Hierarchical Implicit Models and Likelihood-Free Variational Inference Dustin Tran Rajesh Ranganath David M. Blei VLM GAN 115 99 0 28 Feb 2017
Approximate Inference with Amortised MCMC Yingzhen Li Richard Turner Qiang Liu BDL 96 62 0 27 Feb 2017
Variational Inference using Implicit Distributions Ferenc Huszár DRL GAN 175 135 0 27 Feb 2017
Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks L. Mescheder Sebastian Nowozin Andreas Geiger GAN BDL 175 530 0 17 Jan 2017
Deep Probabilistic Programming Dustin Tran Matthew D. Hoffman Rif A. Saurous E. Brevdo Kevin Patrick Murphy David M. Blei BDL 142 193 0 13 Jan 2017
Adversarial Message Passing For Graphical Models Theofanis Karaletsos GAN 85 29 0 15 Dec 2016
Two Methods For Wild Variational Inference Qiang Liu Yihao Feng BDL 138 19 0 30 Nov 2016
Measuring Sample Quality with Diffusions Jackson Gorham Andrew B. Duncan Sandra Jeanne Vollmer Lester W. Mackey 151 117 0 21 Nov 2016
Variational Boosting: Iteratively Refining Posterior Approximations Andrew C. Miller N. Foti Ryan P. Adams 82 124 0 20 Nov 2016
Learning to Draw Samples: With Application to Amortized MLE for Generative Adversarial Learning Dilin Wang Qiang Liu GAN BDL 151 119 0 06 Nov 2016
Variational Inference via $χ$ -Upper Bound Minimization Adji Bousso Dieng Dustin Tran Rajesh Ranganath John Paisley David M. Blei BDL 144 35 0 01 Nov 2016
Truncated Variational Expectation Maximization J. Lucke 57 12 0 10 Oct 2016