David Blei
22 catalog papers. Identity-linked publications and additional name matches are distinguished below.
ORCID: 0000-0002-5588-4611
Columbia University
Publications
- Adaptive Nonparametric Perturbations of Parametric Models with Generalized Bayes — Journal of Machine Learning Research 2026 (name-matched, not ORCID-linked)
- Hierarchical Causal Models — Journal of Machine Learning Research 2026 (name-matched, not ORCID-linked)
- Extending Mean-Field Variational Inference via Entropic Regularization: Theory and Computation — Journal of Machine Learning Research 2026 (name-matched, not ORCID-linked)
- Holdout predictive checks for Bayesian model criticism — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2024
- A Bayesian model of underreporting for sexual assault on college campuses — The Annals of Applied Statistics 2024
- Conformal Sensitivity Analysis for Individual Treatment Effects — Journal of the American Statistical Association 2024
- Mapping interstellar dust with Gaussian processes — The Annals of Applied Statistics 2022
- A Bayesian model of dose-response for cancer drug studies — 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: A Discussion of “Nonparametric Bayes Modeling of Populations of Networks” — Journal of the American Statistical Association 2017
- Comment — Journal of the American Statistical Association 2017
- Variational Inference: A Review for Statisticians — Journal of the American Statistical Association 2017 (name-matched, not ORCID-linked)
- 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
- A correlated topic model of Science — The Annals of Applied Statistics 2007 (name-matched, not ORCID-linked)
- Correction: A correlated topic model of Science — The Annals of Applied Statistics 2007
- Hierarchical Dirichlet Processes — Journal of the American Statistical Association 2006