David Blei

17 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-5588-4611

Department of Statistics, Columbia University

Publications

• Conformal Sensitivity Analysis for Individual Treatment Effects — Journal of the American Statistical Association 2024
• A Bayesian model of underreporting for sexual assault on college campuses — The Annals of Applied Statistics 2024
• Holdout predictive checks for Bayesian model criticism — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2024
• A Bayesian model of dose-response for cancer drug studies — The Annals of Applied Statistics 2022
• Mapping interstellar dust with Gaussian processes — The Annals of Applied Statistics 2022
• SHOPPER: A probabilistic model of consumer choice with substitutes and complements — The Annals of Applied Statistics 2020
• The Blessings of Multiple Causes — Journal of the American Statistical Association 2019
• The Blessings of Multiple Causes: Rejoinder — Journal of the American Statistical Association 2019
• Frequentist Consistency of Variational Bayes — Journal of the American Statistical Association 2019
• Correlated Random Measures — Journal of the American Statistical Association 2018
• Comment — Journal of the American Statistical Association 2017
• Comment: A Discussion of “Nonparametric Bayes Modeling of Populations of Networks” — Journal of the American Statistical Association 2017
• Comment — Journal of the American Statistical Association 2016
• Comment — Journal of the American Statistical Association 2013
• Hierarchical relational models for document networks — The Annals of Applied Statistics 2010
• Correction: A correlated topic model of Science — The Annals of Applied Statistics 2007
• Hierarchical Dirichlet Processes — Journal of the American Statistical Association 2006