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Journal of Machine Learning Research 18 2017 1-29 Submitted 614 Revised 1016 Published 117 Averaged Collapsed Variational Bayes Inference Katsuhiko Ishiguro kishigurojp@ieeeorg…
Soft Comput 2018 22:3287–3299 https:doiorg101007s00500-017-2565-z METHODOLOGIES AND APPLICATION MAP approximation to the variational Bayes Gaussian mixture model and application…
Autoencoding variational Bayes for latent Dirichlet allocation Zach Wolpe1 and Alta de Waal12 1 Department of Statistics, University of Pretoria 2 Center for Artificial Intelligence…
Stochastic Gradient Variational Bayes and Normalizing Flows for Estimating Macroeconomic Models 1 Stochastic Gradient Variational Bayes and Normalizing Flows for Estimating…
Deep Variational Bayes Filters: Unsupervised Learning of State Space Models from Raw Data Maximilian Karl Maximilian Soelch Justin Bayer∗ Patrick van der Smagt∗ Chair…
Autoencoding variational Bayes for latent Dirichlet allocation Zach Wolpe1 and Alta de Waal12 1 Department of Statistics University of Pretoria 2 Center for Artificial Intelligence…
winn05a.dviJournal of Machine Learning Research 6 (2005) 661–694 Submitted 2/04; Revised 11/04; Published 4/05 Variational Message Passing John Winn [email protected]
Variational Bayes for Elaborate Distributions BY M.P. WAND1, J.T. ORMEROD2, S.A. PADOAN3 & R. FRÜHWIRTH4 1Centre for Statistical and Survey Methodology, School of Mathematics…
Coupled Variational Bayes via Optimization Embedding ∗Bo Dai12 ∗∗Hanjun Dai1 Niao He3 Weiyang Liu1 Zhen Liu1 Jianshu Chen4 Lin Xiao5 Le Song16 1Georgia Institute of…
Information Constraints on Auto-Encoding Variational Bayes Romain Lopez1 Jeffrey Regier1 Michael I Jordan12 and Nir Yosef134 {romain_lopez regier niryosef}@berkeleyedu jordan@csberkeleyedu…
Information Constraints on Auto-Encoding Variational Bayes Romain Lopez1, Jeffrey Regier1, Michael I. Jordan1,2, and Nir Yosef1,3,4 {romain_lopez, regier, niryosef}@berkeley.edu…
Nonparametric Inference for Auto-Encoding Variational Bayes Erik Bodin * Iman Malik * Carl Henrik Ek * Neill D F Campbell † * University of Bristol † University of Bath…
Finding New Malicious Domains Using Variational Bayes on Large-Scale Computer Network Data Vojtěch Létal, Tomáš Pevný ⇤ Czech Technical University in Prague Czech…
Published as a conference paper at ICLR 2017 DEEP VARIATIONAL BAYES FILTERS: UNSUPERVISED LEARNING OF STATE SPACE MODELS FROM RAW DATA Maximilian Karl Maximilian Soelch Justin…
Mean Field Variational Bayes for Elaborate Distributions Matthew P. Wand∗, John T. Ormerod†, Simone A. Padoan‡ and Rudolf Fruhrwirth§ Abstract.
Auto-Encoding Variational Bayes Diederik P Kingma, Max Welling June 18, 2018 Diederik P Kingma, Max Welling Auto-Encoding Variational Bayes June 18, 2018 1 / 39 Outline 1…
A Simple Stochastic Gradient Variational Bayes for Latent Dirichlet Allocation A Simple SGVB (Stochastic Gradient Variational Bayes) for the CTM (Correlated Topic Model)…
A variational Bayes approach to variable selection BY JOHN T ORMEROD CHONG YOU AND SAMUEL MÜLLER School of Mathematics and Statistics University of Sydney Sydney 2006 AUSTRALIA…
ISSN 1440-771X Department of Econometrics and Business Statistics http:business.monash.edueconometrics-and-business- statisticsresearchpublications May 2019 Working Paper…
Data Augmentation using Variational Autoencoder for Embedding based Speaker Verification Zhanghao Wu Shuai Wang Yanmin Qian Kai Yu Speech Lab Shanghai Jiao Tong University…