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Edward: A library for probabilistic modeling, inference, and criticism

31 October 2016

Papers citing "Edward: A library for probabilistic modeling, inference, and criticism"

28 / 128 papers shown

Title
TensorFlow Distributions Joshua V. Dillon I. Langmore Dustin Tran E. Brevdo Srinivas Vasudevan David A. Moore Brian Patton Alexander A. Alemi Matt Hoffman Rif A. Saurous GP 229 373 0 28 Nov 2017
Advances in Variational Inference Cheng Zhang Judith Butepage Hedvig Kjellström Stephan Mandt BDL 540 770 0 15 Nov 2017
Bayesian Paragraph Vectors Geng Ji Kushagra Pandey Erik B. Sudderth Stephan Mandt BDL 3DV 140 5 0 10 Nov 2017
Neural Variational Inference and Learning in Undirected Graphical Models Volodymyr Kuleshov Stefano Ermon BDL 169 34 0 07 Nov 2017
Pomegranate: fast and flexible probabilistic modeling in python Jacob Schreiber 171 178 0 31 Oct 2017
Implicit Causal Models for Genome-wide Association StudiesInternational Conference on Learning Representations (ICLR), 2017 Dustin Tran David M. Blei CML 93 45 0 30 Oct 2017
Bayesian Inference over the Stiefel Manifold via the Givens RepresentationBayesian Analysis (BA), 2017 A. Pourzanjani Richard M. Jiang Brian Mitchell P. Atzberger Linda R. Petzold 253 9 0 25 Oct 2017
sgmcmc: An R Package for Stochastic Gradient Markov Chain Monte Carlo Jack Baker Paul Fearnhead E. Fox Christopher Nemeth BDL 211 11 0 02 Oct 2017
ZhuSuan: A Library for Bayesian Deep Learning Jiaxin Shi Jianfei Chen Jun Zhu Shengyang Sun Yucen Luo Yihong Gu Yuhao Zhou UQCV BDL 135 43 0 18 Sep 2017
Forecasting of commercial sales with large scale Gaussian Processes Rodrigo Rivera Evgeny Burnaev 133 21 0 16 Sep 2017
ELFI: Engine for Likelihood-Free Inference Jarno Lintusaari H. Vuollekoski A. Kangasrääsiö Kusti Skytén Marko Jarvenpaa Pekka Marttinen Michael U. Gutmann Aki Vehtari J. Corander Samuel Kaski 218 79 0 02 Aug 2017
Control Variates for Stochastic Gradient MCMC Jack Baker Paul Fearnhead E. Fox Christopher Nemeth BDL 237 105 0 16 Jun 2017
Deep Learning: A Bayesian Perspective Nicholas G. Polson Vadim Sokolov BDL 357 126 0 01 Jun 2017
Neural Models for Documents with Metadata Dallas Card Chenhao Tan Noah A. Smith BDL 239 128 0 25 May 2017
Proximity Variational Inference Jaan Altosaar Rajesh Ranganath David M. Blei BDL 115 22 0 24 May 2017
Causal Effect Inference with Deep Latent-Variable Models Christos Louizos Uri Shalit Joris Mooij David Sontag R. Zemel Max Welling CML BDL 393 825 0 24 May 2017
Learning Probabilistic Programs Using Backpropagation Avi Pfeffer BDL 98 0 0 15 May 2017
Importance Sampled Stochastic Optimization for Variational Inference J. Sakaya Arto Klami BDL 155 8 0 19 Apr 2017
Sticking the Landing: Simple, Lower-Variance Gradient Estimators for Variational Inference Geoffrey Roeder Yuhuai Wu David Duvenaud BDL 409 212 0 27 Mar 2017
Dynamic Bernoulli Embeddings for Language Evolution Maja R. Rudolph David M. Blei BDL 146 35 0 23 Mar 2017
Hierarchical Implicit Models and Likelihood-Free Variational Inference Dustin Tran Rajesh Ranganath David M. Blei VLM GAN 267 100 0 28 Feb 2017
Deep Probabilistic ProgrammingInternational Conference on Learning Representations (ICLR), 2017 Dustin Tran Matthew D. Hoffman Rif A. Saurous E. Brevdo Kevin Patrick Murphy David M. Blei BDL 244 200 0 13 Jan 2017
Variational Inference via $χ$ -Upper Bound Minimization Adji Bousso Dieng Dustin Tran Rajesh Ranganath John Paisley David M. Blei BDL 477 35 0 01 Nov 2016
Automatic Differentiation Variational Inference A. Kucukelbir Dustin Tran Rajesh Ranganath Andrew Gelman David M. Blei 260 763 0 02 Mar 2016
Hierarchical Variational Models Rajesh Ranganath Dustin Tran David M. Blei DRL VLM 252 350 0 07 Nov 2015
Hinge-Loss Markov Random Fields and Probabilistic Soft Logic Stephen H. Bach Matthias Broecheler Bert Huang Lise Getoor TPM AI4CE 340 409 0 17 May 2015
Automatic differentiation in machine learning: a survey A. G. Baydin Barak A. Pearlmutter Alexey Radul J. Siskind PINN AI4CE ODL 502 3,235 0 20 Feb 2015
Indian Buffet Process Deep Generative Models for Semi-Supervised Classification S. Chatzis 330 4 0 14 Feb 2014