Yin, Mingzhang; Shi, Claudia; Wang, Yixin; Blei, David M. Conformal sensitivity analysis for individual treatment effects. (English) Zbl 07820370 J. Am. Stat. Assoc. 119, No. 545, 122-135 (2024). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Yin} et al., J. Am. Stat. Assoc. 119, No. 545, 122--135 (2024; Zbl 07820370) Full Text: DOI arXiv
Moran, Gemma E.; Cunningham, John P.; Blei, David M. The posterior predictive null. (English) Zbl 07810210 Bayesian Anal. 18, No. 4, 1071-1097 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{G. E. Moran} et al., Bayesian Anal. 18, No. 4, 1071--1097 (2023; Zbl 07810210) Full Text: DOI arXiv Link
Miller, Andrew C.; Anderson, Lauren; Leistedt, Boris; Cunningham, John P.; Hogg, David W.; Blei, David M. Mapping interstellar dust with Gaussian processes. (English) Zbl 1498.62343 Ann. Appl. Stat. 16, No. 4, 2672-2692 (2022). MSC: 62P35 85A35 PDFBibTeX XMLCite \textit{A. C. Miller} et al., Ann. Appl. Stat. 16, No. 4, 2672--2692 (2022; Zbl 1498.62343) Full Text: DOI arXiv
Ruiz, Francisco J. R.; Athey, Susan; Blei, David M. SHOPPER: a probabilistic model of consumer choice with substitutes and complements. (English) Zbl 1443.62218 Ann. Appl. Stat. 14, No. 1, 1-27 (2020). MSC: 62L10 62P20 PDFBibTeX XMLCite \textit{F. J. R. Ruiz} et al., Ann. Appl. Stat. 14, No. 1, 1--27 (2020; Zbl 1443.62218) Full Text: DOI arXiv Euclid
Wang, Yixin; Blei, David M. Frequentist consistency of variational Bayes. (English) Zbl 1428.62119 J. Am. Stat. Assoc. 114, No. 527, 1147-1161 (2019). MSC: 62F15 62E20 62G10 PDFBibTeX XMLCite \textit{Y. Wang} and \textit{D. M. Blei}, J. Am. Stat. Assoc. 114, No. 527, 1147--1161 (2019; Zbl 1428.62119) Full Text: DOI arXiv
Wang, Yixin; Miller, Andrew C.; Blei, David M. Comment: Variational autoencoders as empirical Bayes. (English) Zbl 1420.62031 Stat. Sci. 34, No. 2, 229-233 (2019). MSC: 62C12 62C10 68T05 PDFBibTeX XMLCite \textit{Y. Wang} et al., Stat. Sci. 34, No. 2, 229--233 (2019; Zbl 1420.62031) Full Text: DOI Euclid
Wang, Chong; Blei, David M. A general method for robust Bayesian modeling. (English) Zbl 1407.62088 Bayesian Anal. 13, No. 4, 1163-1191 (2018). MSC: 62F15 62F35 62J12 PDFBibTeX XMLCite \textit{C. Wang} and \textit{D. M. Blei}, Bayesian Anal. 13, No. 4, 1163--1191 (2018; Zbl 1407.62088) Full Text: DOI arXiv Euclid
Ranganath, Rajesh; Blei, David M. Correlated random measures. (English) Zbl 1398.60071 J. Am. Stat. Assoc. 113, No. 521, 417-430 (2018). MSC: 60G57 60G15 62F15 PDFBibTeX XMLCite \textit{R. Ranganath} and \textit{D. M. Blei}, J. Am. Stat. Assoc. 113, No. 521, 417--430 (2018; Zbl 1398.60071) Full Text: DOI arXiv
Mandt, Stephan; Hoffman, Matthew D.; Blei, David M. Stochastic gradient descent as approximate Bayesian inference. (English) Zbl 1442.62055 J. Mach. Learn. Res. 18(2017-2018), Paper No. 134, 35 p. (2017). MSC: 62F15 62L20 65C05 PDFBibTeX XMLCite \textit{S. Mandt} et al., J. Mach. Learn. Res. 18, Paper No. 134, 35 p. (2017; Zbl 1442.62055) Full Text: arXiv Link
Gopalan, Prem K.; Blei, David M. Efficient discovery of overlapping communities in massive networks. (English) Zbl 1292.91150 Proc. Natl. Acad. Sci. USA 110, No. 36, 14534-14539 (2013). MSC: 91D30 05C82 68M11 05C85 PDFBibTeX XMLCite \textit{P. K. Gopalan} and \textit{D. M. Blei}, Proc. Natl. Acad. Sci. USA 110, No. 36, 14534--14539 (2013; Zbl 1292.91150) Full Text: DOI
Gershman, Samuel J.; Blei, David M. A tutorial on Bayesian nonparametric models. (English) Zbl 1237.62062 J. Math. Psychol. 56, No. 1, 1-12 (2012). MSC: 62G99 62F15 62H30 62H25 65C60 PDFBibTeX XMLCite \textit{S. J. Gershman} and \textit{D. M. Blei}, J. Math. Psychol. 56, No. 1, 1--12 (2012; Zbl 1237.62062) Full Text: DOI arXiv
Chang, Jonathan; Blei, David M. Hierarchical relational models for document networks. (English) Zbl 1189.62191 Ann. Appl. Stat. 4, No. 1, 124-150 (2010). MSC: 62P99 65C60 05C90 PDFBibTeX XMLCite \textit{J. Chang} and \textit{D. M. Blei}, Ann. Appl. Stat. 4, No. 1, 124--150 (2010; Zbl 1189.62191) Full Text: DOI arXiv