Variational Inference: A Review for Statisticians von Blei, David M., Kucukelbir, Alp, McAuliffe, Jon D.

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Science and data science von Blei, David M., Smyth, Padhraic

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Efficient discovery of overlapping communities in massive networks von Gopalan, Prem K., Blei, David M.

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Topic Modeling in Embedding Spaces von Dieng, Adji B., Ruiz, Francisco J. R., Blei, David M.

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A tutorial on Bayesian nonparametric models von Gershman, Samuel J., Blei, David M.

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Readmission prediction via deep contextual embedding of clinical concepts von Xiao, Cao, Ma, Tengfei, Dieng, Adji B, Blei, David M, Wang, Fei

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The Nested Chinese Restaurant Process and Bayesian Nonparametric Inference of Topic Hierarchies von BLEI, David M, GRIFFITHS, Thomas L, JORDAN, Michael I

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A Correlated Topic Model of Science von David M. Blei, Lafferty, John D.

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Measuring discursive influence across scholarship von Gerow, Aaron, Hu, Yuening, Boyd-Graber, Jordan, Blei, David M., Evans, James A.

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Frequentist Consistency of Variational Bayes von Wang, Yixin, Blei, David M.

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The Blessings of Multiple Causes von Wang, Yixin, Blei, David M.

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Scaling probabilistic models of genetic variation to millions of humans von Gopalan, Prem, Hao, Wei, Blei, David M, Storey, John D

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De novo gene signature identification from single‐cell RNA‐seq with hierarchical Poisson factorization von Levitin, Hanna Mendes, Yuan, Jinzhou, Cheng, Yim Ling, Ruiz, Francisco JR, Bush, Erin C, Bruce, Jeffrey N, Canoll, Peter, Iavarone, Antonio, Lasorella, Anna, Blei, David M, Sims, Peter A

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HIERARCHICAL RELATIONAL MODELS FOR DOCUMENT NETWORKS von Chang, Jonathan, Blei, David M.

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The Blessings of Multiple Causes: Rejoinder von Wang, Yixin, Blei, David M.

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Topographic factor analysis: a Bayesian model for inferring brain networks from neural data von Manning, Jeremy R, Ranganath, Rajesh, Norman, Kenneth A, Blei, David M

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Nested Hierarchical Dirichlet Processes von Paisley, John, Wang, Chong, Blei, David M., Jordan, Michael I.

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Posterior predictive checks to quantify lack-of-fit in admixture models of latent population structure von Mimno, David, David M. Blei, Barbara E. Engelhardt

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Conformal Sensitivity Analysis for Individual Treatment Effects von Yin, Mingzhang, Shi, Claudia, Wang, Yixin, Blei, David M.

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Context, Learning, and Extinction von Gershman, Samuel J, Blei, David M, Niv, Yael

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