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David M. Blei

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A Variational Analysis of Stochastic Gradient Algorithms

Feb 08, 2016
Stephan Mandt, Matthew D. Hoffman, David M. Blei

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Modeling User Exposure in Recommendation

Feb 04, 2016
Dawen Liang, Laurent Charlin, James McInerney, David M. Blei

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Copula variational inference

Oct 31, 2015
Dustin Tran, David M. Blei, Edoardo M. Airoldi

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Dynamic Poisson Factorization

Sep 15, 2015
Laurent Charlin, Rajesh Ranganath, James McInerney, David M. Blei

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The Population Posterior and Bayesian Inference on Streams

Jul 21, 2015
James McInerney, Rajesh Ranganath, David M. Blei

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Objective Variables for Probabilistic Revenue Maximization in Second-Price Auctions with Reserve

Jun 24, 2015
Maja R. Rudolph, Joseph G. Ellis, David M. Blei

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Automatic Variational Inference in Stan

Jun 12, 2015
Alp Kucukelbir, Rajesh Ranganath, Andrew Gelman, David M. Blei

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Bayesian Poisson Tensor Factorization for Inferring Multilateral Relations from Sparse Dyadic Event Counts

Jun 10, 2015
Aaron Schein, John Paisley, David M. Blei, Hanna Wallach

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Population Empirical Bayes

Jun 08, 2015
Alp Kucukelbir, David M. Blei

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Structured Stochastic Variational Inference

Nov 26, 2014
Matthew D. Hoffman, David M. Blei

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