---
title: "David M. Blei — all works, page 4 — Elamur Research"
description: "All 377 works of David M. Blei in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
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# David M. Blei — all works

377 works · page 4 of 4 · 301–377 · [← David M. Blei](https://md.research.elamur.ai/free/en/authors/david-m-blei/)

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301. **[Causal Inference from Observational Healthcare Data: Implications, Impacts and Innovations. ↗](https://openalex.org/W3157946749) AMIA · no summary yet**George M. Hripcsak et al.*2020*
302. **[Linear-time inference for Gaussian Processes on one dimension ↗](https://arxiv.org/abs/2003.05554) arXiv (Cornell University) · no summary yet**Jackson Loper et al.*2020*
303. **[The Effect of Friend-to-Friend Text Messaging on Turnout in the 2020 US Presidential Election ↗](https://doi.org/10.17605/osf.io/k85an) Open Science Framework · no summary yet**Aaron Schein, David M. Blei, Don Green*2020*
304. **[The Multi-Outcome Medical Deconfounder: Assessing Treatment Effect on Multiple Renal Measures. ↗](https://openalex.org/W3159022646) AMIA · no summary yet**Linying Zhang et al.*2020*
305. **[The Effect of Relational Text Messaging on Turnout in the 2018 US Midterm Elections ↗](https://doi.org/10.17605/osf.io/9qwbp) Open Science Framework · no summary yet**Aaron Schein et al.*2019*
306. **[A Probabilistic Model of Cardiac Physiology and Electrocardiograms ↗](https://arxiv.org/abs/1812.00209) arXiv (Cornell University) · no summary yet**Miller, Andrew C. et al.*2018*
307. **[Word2net: Deep Representations of Language ↗](https://openalex.org/W2787322705) no summary yet**Maja Rudolph, Francisco J. R. Ruiz, David M. Blei*2018*
308. **[The Holdout Randomization Test: Principled and Easy Black Box Feature Selection ↗](https://arxiv.org/abs/1811.00645) arXiv:1811.00645 · no summary yet**Wesley Tansey et al.*2018*
309. **[Comment: A Discussion of “Nonparametric Bayes Modeling of Populations of Networks” ↗](https://doi.org/10.1080/01621459.2017.1388244) Journal of the American Statistical Association · no summary yet**Scott W. Linderman, David M. Blei*2017*
310. **[32nd International Conference on Machine Learning : (ICML 2015) : Lile, France, 6-11 July 2015 ↗](http://ci.nii.ac.jp/ncid/BB20990675) Medical Entomology and Zoology · no summary yet**Francis Bach, David M. Blei*2016*
311. **[Comment ↗](https://doi.org/10.1080/01621459.2016.1245071) Journal of the American Statistical Association · no summary yet**David M. Blei*2016*
312. **[Edinburgh Research Explorer Viterbi Training for PCFGs: Hardness Results and Competitiveness of Uniform Initialization ↗](https://openalex.org/W7099976369) no summary yet**David M. Blei, Noah A. Smith*2016*
313. **[Submitted to the Statistical Science Supervised Topic Models ↗](https://openalex.org/W7100482181) no summary yet**David M. Blei, Jon McAuliffe*2016*
314. **[The Ideal Point Topic Model: Predicting Legislative Roll Calls from Text ↗](https://openalex.org/W7096917411) no summary yet**Sean Gerrish, David M. Blei*2016*
315. **[2. Hierarchy and sparsity ↗](https://openalex.org/W7099818172) no summary yet**Samuel J. Gershman et al.*2016*
316. **[Factor Topographic Latent Source Analysis: Factor Analysis for ↗](https://openalex.org/W7095239508) no summary yet**Brain Images et al.*2016*
317. **[Posterior Dispersion Indices ↗](https://arxiv.org/abs/1605.07604) arXiv (Cornell University) · no summary yet**Alp Kucukelbir, David M. Blei*2016*
318. **[A Bayesian Boosting Model ↗](https://openalex.org/W7100313772) no summary yet**Er Lorbert et al.*2016*
319. **[Measuring Confidence in Temporal Topic Models with Posterior Predictive Checks ↗](https://openalex.org/W7096455052) no summary yet**David Mimno, David M. Blei*2016*
320. **[1A Bayesian Nonparametric Approach to Image Super-resolution ↗](https://openalex.org/W7095369542) no summary yet**Gungor Polatkan et al.*2016*
321. **[Journal of Machine Learning Research (2013) Submitted 00/00; Published 00/00 Variational Inference in Nonconjugate Models ↗](https://openalex.org/W7100603167) no summary yet**Chong Wang, David M. Blei*2016*
322. **[HVMs extend the applicability of normalizing flows to discrete variables. We can also place a distribution over transformations to build an HVM without Jacobians (2). ↗](https://openalex.org/W2527592395) no summary yet**Rajesh Ranganath, Dustin Tran, David M. Blei*2015*
323. **[Generative Models for Decoding Real-Valued Natural Experience in FMRI ↗](https://openalex.org/W7099793746) no summary yet**Greg J. Stephens, David M. Blei*2015*
324. **[A Text-based HMM of Foreign Affair Sentiment ↗](https://openalex.org/W7099831572) no summary yet**Sean Gerrish, David M. Blei*2014*
325. **[N∑ n=1 ↗](https://openalex.org/W7098674998) no summary yet**Samuel J. Gershman, Peter I. Frazier, David M. Blei*2014*
326. **[Adaptively Setting the Learning Rate in Stochastic Variational Inference ↗](https://openalex.org/W7097567319) no summary yet**Rajesh Ranganath et al.*2014*
327. **[Advanced Methods in Probabilistic Modeling ↗](https://openalex.org/W7095637192) no summary yet**David M. Blei*2013*
328. **[AIR FORCE MATERIEL COMMAND Standard Form 298 (Rev. 8/98) REPORT DOCUMENTATION PAGE Prescribed by ANSI Std. Z39.18 Form Approved ↗](https://openalex.org/W7096114033) no summary yet**David M. Blei, Omb No*2013*
329. **[Comment ↗](https://doi.org/10.1080/01621459.2013.827983) Journal of the American Statistical Association · no summary yet**David M. Blei*2013*
330. **[Scalable recommendation with Poisson factorization. arXiv preprint arXiv:1311.1704 ↗](https://openalex.org/W7097834586) no summary yet**Prem Gopalan, Laurent Charlin, David M. Blei*2013*
331. **[blei at cs.princeton.edu ↗](https://openalex.org/W7100897771) no summary yet**Matthew D. Hoffman, David M. Blei, Perry R. Cook*2013*
332. **[LI ET AL. 243 Nonparametric Bayes Pachinko Allocation ↗](https://openalex.org/W7098662510) no summary yet**Wei Li, David M. Blei, Andrew Mccallum*2013*
333. **[Competing Interests: The au... ↗](https://openalex.org/W7095676915) no summary yet**Jeremy R. Manning et al.*2013*
334. **[Submitted Journal Papers ↗](https://openalex.org/W7095872390) no summary yet**Mingyuan Zhou et al.*2013*
335. **[Hierarchical bayesian modeling: efficient inference and applications ↗](https://openalex.org/W962617391) no summary yet**David M. Blei, Chong Wang*2012*
336. **[Journal of Machine Learning Research () Submitted; Published Distance Dependent Chinese Restaurant Processes ↗](https://openalex.org/W7100886755) no summary yet**David M. Blei, Peter I. Frazier, Carl Edward Rasmussen*2012*
337. **[Mixtures-of-Clusterings by Boosting ↗](https://openalex.org/W7097383911) no summary yet**Jonathan Chang, David M. Blei*2012*
338. **[Extracting information from high-dimensional data: probabilistic modeling, inference and evaluation ↗](https://openalex.org/W2275207081) no summary yet**Ingrid C. Daubechies, David M. Blei, Gungor Polatkan*2012*
339. **[Distance dependent infinite latent feature models, arXiv ↗](https://openalex.org/W7099929839) no summary yet**Samuel J. Gershman, Peter I. Frazier, David M. Blei*2012*
340. **[Parallel MCMC with generalized elliptical slice sampling. arXiv preprint arXiv:1210.7477 ↗](https://openalex.org/W7097773575) no summary yet**Robert Nishihara et al.*2012*
341. **[Invited to IBM Statistical Machine Learning and Its Application(SMILe) Open House, 2009. ↗](https://openalex.org/W7096238847) no summary yet**Chong Wang et al.*2012*
342. **[A split-merge MCMC algorithm for the hierarchical Dirichlet process. arXiv preprint arXiv:1201.1657 ↗](https://openalex.org/W7097351388) no summary yet**Chong Wang, David M. Blei*2012*
343. **[COS513: FOUNDATIONS OF PROBABILISTIC MODELS ↗](https://openalex.org/W7095589225) no summary yet**David M. Blei*2011*
344. **[Distance dependent infinite latent feature models. arXiv preprint arXiv:1110.5454 ↗](https://openalex.org/W7097986370) no summary yet**Samuel J. Gershman, Peter I. Frazier, David M. Blei*2011*
345. **[A topographic latent source model for . . . ↗](https://openalex.org/W7095474998) no summary yet**Samuel J. Gershman et al.*2011*
346. **[Online Learning for Mixed Membership Network Models ↗](https://openalex.org/W7096788299) no summary yet**Prem Gopalan et al.*2011*
347. **[Bayesian nonparametrics, Generalized linear models, Posterior consistency ↗](https://openalex.org/W7097159765) no summary yet**Lauren A. Hannah, David M. Blei, Warren B. Powell*2011*
348. **[Probabilistic Additive Component Analysis A Latent Variable Model for Dimensionality Reduction of Human fMRI Datasets ↗](https://openalex.org/W7100281885) no summary yet**David Weiss et al.*2011*
349. **[Focused Topic Models ↗](https://openalex.org/W7101153218) no summary yet**Sinead Williamson et al.*2011*
350. **[Stochastic Search with an Observable State Variable ↗](https://arxiv.org/abs/1006.4338) arXiv (Cornell University) · no summary yet**Hannah, Lauren A., Warren B. Powell, David M. Blei*2010*
351. **[\tThe nested chinese restaurant process and bayesian nonparametric inference of topic hierarchies ↗](https://openalex.org/W7101199018) no summary yet**David M. Blei, Thomas L. Griffiths, Michael I. Jordan*2010*
352. **[Submitted to the Annals of Applied Statistics HIERARCHICAL RELATIONAL MODELS FOR DOCUMENT NETWORKS ↗](https://openalex.org/W7095157148) no summary yet**Jonathan Chang, David M. Blei*2010*
353. **[Multilingual Topic Models for Unaligned Text Jordan Boyd-Graber ↗](https://openalex.org/W7098780355) no summary yet**Olden Street, David M. Blei*2010*
354. **[Supplement to Decoupling Sparsity and Smoothness in the Discrete Hierarchical Dirichlet Process ↗](https://openalex.org/W7095771361) no summary yet**Chong Wang, David M. Blei*2010*
355. **[D.M.: Multilingual topic models for unaligned text ↗](https://openalex.org/W7095110381) no summary yet**David M. Blei*2009*
356. **[Truth in Data ↗](https://openalex.org/W7096698686) no summary yet**David M. Blei*2009*
357. **[1 Connections between the Lines: Augmenting Social Networks with Text ↗](https://openalex.org/W7098004648) no summary yet**{jonathan Chang et al.*2009*
358. **[Finding latent sources in recorded music with a shift-invariant HDP ↗](https://openalex.org/W7099712180) no summary yet**Matthew D. Hoffman, David M. Blei, Perry R. Cook*2009*
359. **[Blei/The Discrete Infinite Logistic Normal Distribution 31 ↗](https://openalex.org/W7098214894) no summary yet**John Paisley, Chong Wang, David M. Blei*2009*
360. **[Combining stochastic block models and mixed membership for statistical network analysis. Statistical Network Analysis ↗](https://openalex.org/W7095391950) no summary yet**Edoardo M. Airoldi et al.*2007*
361. **[Mixed membership stochastic blockmodels. arXiv ↗](https://openalex.org/W7098192783) no summary yet**Edoardo M. Airoldi et al.*2007*
362. **[Statistical network analysis: Models, issues and new ↗](https://openalex.org/W7098455687) no summary yet**Edoardo M. Airoldi et al.*2007*
363. **[Correction: A correlated topic model of Science ↗](https://arxiv.org/abs/0712.1486) arXiv (Cornell University) · no summary yet**David M. Blei, Lafferty, John D.*2007*
364. **[PU-BCD: Exponential Family Models for the Coarse- and Fine-Grained All-Words Tasks ↗](https://aclanthology.org/S07-1059/) Proceedings of the Fourth International Workshop on Semantic Evaluations (SemEval-2007) · no summary yet**Jonathan Chang, Miroslav Dudík, David Blei*2007*
365. **[Probabilistic Additive Component Analysis A Latent Variable Model for Dimensionality Reduction of Human Functional Magnetic Resonance Images ↗](https://openalex.org/W7098300375) no summary yet**David Weiss et al.*2007*
366. **[Admixtures of latent blocks with application to protein interaction networks. Manuscript under review ↗](https://openalex.org/W7097103653) no summary yet**Edoardo M. Airoldi, David M. Blei*2006*
367. **[E.P.: Stochastic block models of mixed membership. Manuscript under review ↗](https://openalex.org/W7096623410) no summary yet**Edoardo M. Airoldi et al.*2006*
368. **[Proceedings of the 2006 conference on Statistical network analysis ↗](https://openalex.org/W2911563498) no summary yet**Edoardo M. Airoldi et al.*2006*
369. **[Variational Inference and Learning for a Unied Model of Syntax, Semantics and Morphology ↗](https://openalex.org/W7100471578) no summary yet**Leonid Kontorovich, David M. Blei*2006*
370. **[Hierarchical topic models and the nested Chinese restaurant process. NIPS ↗](https://openalex.org/W7099976173) no summary yet**David M. Blei et al.*2004*
371. **[DOI:\t 10.1145/1015330.1015439\t ·\t Source:\t CiteSeer CITATIONS ↗](https://openalex.org/W7099091993) no summary yet**Michael I. Jordan, David M. Blei*2004*
372. **[Source:\t DBLP CITATIONS ↗](https://openalex.org/W7100090136) no summary yet**Michael I. Jordan, David M. Blei*2004*
373. **[Variational inference in a truncated Dirichlet process ↗](https://openalex.org/W197558907) no summary yet**David M. Blei, Michael I. Jordan*2003*
374. **[Learning with Scope, ↗](https://openalex.org/W7100198372) no summary yet**With Application To et al.*2002*
375. **[July 2001Topic Segmentation with an Aspect Hidden Markov Model ↗](https://openalex.org/W7099184685) no summary yet**David M. Blei et al.*2001*
376. **[Shortest Paths in a Dynamic Uncertain Domain ↗](https://openalex.org/W7099721140) no summary yet**David M. Blei, Leslie Pack Kaelbling*1999*
377. **[Reasoning Systems: 1990, Refine User's Guide ↗](https://openalex.org/W7097715863) no summary yet**Samuel J. Gershman, David M. Blei*1987*

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