Works matching AU Dunson, David B.

Results: 195

Inferring Covariance Structure from Multiple Data Sources via Subspace Factor Analysis.

Published in:

Journal of the American Statistical Association, 2025, v. 120, n. 550, p. 1239, doi. 10.1080/01621459.2024.2408777

By:

Chandra, Noirrit Kiran;
Dunson, David B.;
Xu, Jason

Publication type:

Article

Accelerated algorithms for convex and non-convex optimization on manifolds.

Published in:

Machine Learning, 2025, v. 114, n. 3, p. 1, doi. 10.1007/s10994-024-06649-1

By:

Lin, Lizhen;
Saparbayeva, Bayan;
Zhang, Michael Minyi;
Dunson, David B.

Publication type:

Article

Bayesian network-response regression.

Published in:

Bioinformatics, 2017, v. 33, n. 12, p. 1859, doi. 10.1093/bioinformatics/btx050

By:

Lu Wang;
Durante, Daniele;
Jung, Rex E.;
Dunson, David B.

Publication type:

Article

Learning phenotype densities conditional on many interacting predictors.

Published in:

Bioinformatics, 2014, v. 30, n. 11, p. 1562, doi. 10.1093/bioinformatics/btu040

By:

Kessler, David C.;
Taylor, Jack A.;
Dunson, David B.

Publication type:

Article

Bayesian consensus clustering.

Published in:

Bioinformatics, 2013, v. 29, n. 20, p. 2610, doi. 10.1093/bioinformatics/btt425

By:

Lock, Eric F.;
Dunson, David B.

Publication type:

Article

Approximate Bayesian inference for quantiles.

Published in:

Journal of Nonparametric Statistics, 2005, v. 17, n. 3, p. 385, doi. 10.1080/10485250500039049

By:

Dunson, David B.;
Taylor, Jack A.

Publication type:

Article

Bayesian Multi-Plate High-Throughput Screening of Compounds.

Published in:

Scientific Reports, 2018, v. 8, n. 1, p. 1, doi. 10.1038/s41598-018-27531-w

By:

Shterev, Ivo D.;
Dunson, David B.;
Chan, Cliburn;
Sempowski, Gregory D.

Publication type:

Article

MULTISCALE BERNSTEIN POLYNOMIALS FOR DENSITIES.

Published in:

Statistica Sinica, 2016, v. 26, n. 3, p. 1175, doi. 10.5705/ss.202015.0163

By:

Canale, Antonio;
Dunson, David B.

Publication type:

Article

A Foxp2 Mutation Implicated in Human Speech Deficits Alters Sequencing of Ultrasonic Vocalizations in Adult Male Mice.

Published in:

Frontiers in Behavioral Neuroscience, 2016, v. 10, p. 1, doi. 10.3389/fnbeh.2016.00197

By:

Chabout, Jonathan;
Sarkar, Abhra;
Patel, Sheel R.;
Radden, Taylor;
Dunson, David B.;
Fisher, Simon E.;
Jarvis, Erich D.

Publication type:

Article

Foreword.

Published in:

2006

By:

Stanford, Joseph B.;
Dunson, David B.

Publication type:

Other

Bayesian selection of predictors of conception probabilities across the menstrual cycle.

Published in:

Paediatric & Perinatal Epidemiology, 2006, v. 20, p. 30, doi. 10.1111/j.1365-3016.2006.00768.x

By:

Scarpa, Bruno;
Dunson, David B.

Publication type:

Article

On the frequency of intercourse around ovulation: evidence for biological influences.

Published in:

Human Reproduction, 2004, v. 19, n. 7, p. 1539, doi. 10.1093/humrep/deh305

By:

A.J. Wilcox;
Donna Day Baird;
David B. Dunson;
D. Robert McConnaughey;
James S. Kesner;
Clarice R. Weinberg

Publication type:

Article

Mucus observations in the fertile window: a better predictor of conception than timing of intercourse.

Published in:

Human Reproduction, 2004, v. 19, n. 4, p. 889, doi. 10.1093/humrep/deh173

By:

Bigelow, Jamie L.;
Dunson, David B.;
Stanford, Joseph B.;
Ecochard, René;
Gnoth, Christian;
Colombo, Bernardo

Publication type:

Article

Changes with age in the level and duration of fertility in the menstrual cycle.

Published in:

2002

By:

Dunson, David B.;
Colombo, Bernardo;
Baird, Donna D.

Publication type:

journal article

Bayesian Inferences on Uncertain Ranks and Orderings: Application to Ranking Players and Lineups.

Published in:

Bayesian Analysis, 2023, v. 18, n. 3, p. 777, doi. 10.1214/22-BA1324

By:

Barrientos, Andr'es F.;
Sen, Deborshee;
Page, Garritt L.;
Dunson, David B.

Publication type:

Article

Absolute Winding Number Differentiates Mouse Spatial Navigation Strategies With Genetic Risk for Alzheimer's Disease.

Published in:

Frontiers in Neuroscience, 2022, v. 16, p. 1, doi. 10.3389/fnins.2022.848654

By:

Badea, Alexandra;
Li, Didong;
Niculescu, Andrei R.;
Anderson, Robert J.;
Stout, Jacques A.;
Williams, Christina L.;
Colton, Carol A.;
Maeda, Nobuyo;
Dunson, David B.

Publication type:

Article

Spatial meshing for general Bayesian multivariate models.

Published in:

Journal of Machine Learning Research, 2024, v. 25, p. 1

By:

Peruzzi, Michele;
Dunson, David B.

Publication type:

Article

Dimension-Grouped Mixed Membership Models for Multivariate Categorical Data.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Yuqi Gu;
Erosheva, Elena A.;
Gongjun Xu;
Dunson, David B.

Publication type:

Article

Escaping The Curse of Dimensionality in Bayesian Model-Based Clustering.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Chandra, Noirrit Kiran;
Canale, Antonio;
Dunson, David B.

Publication type:

Article

Nearest Neighbor Dirichlet Mixtures.

Published in:

Journal of Machine Learning Research, 2023, v. 24, p. 1

By:

Chattopadhyay, Shounak;
Chakraborty, Antik;
Dunson, David B.

Publication type:

Article

Spatial Multivariate Trees for Big Data Bayesian Regression.

Published in:

Journal of Machine Learning Research, 2022, v. 23, p. 1

By:

Peruzzi, Michele;
Dunson, David B.

Publication type:

Article

Bayesian Distance Clustering.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Duan, Leo L.;
Dunson, David B.

Publication type:

Article

Soft Tensor Regression.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Papadogeorgou, Georgia;
Zhengwu Zhang;
Dunson, David B.

Publication type:

Article

Bayesian time-aligned factor analysis of paired multivariate time series.

Published in:

Journal of Machine Learning Research, 2021, v. 22, p. 1

By:

Roy, Arkaprava;
Borg, Jana Schaich;
Dunson, David B.

Publication type:

Article

Nonparametric graphical model for counts.

Published in:

Journal of Machine Learning Research, 2020, v. 20, p. 1

By:

Roy, Arkaprava;
Dunson, David B.

Publication type:

Article

Bayesian Closed Surface Fitting Through Tensor Products.

Published in:

Journal of Machine Learning Research, 2020, n. 119-145, p. 1

By:

Binette, Olivier;
Pati, Debdeep;
Dunson, David B.

Publication type:

Article

Scaling up Data Augmentation MCMC via Calibration.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 56-84, p. 1

By:

Duan, Leo L.;
Johndrow, James E.;
Dunson, David B.

Publication type:

Article

Scalable Bayes via Barycenter in Wasserstein Space.

Published in:

Journal of Machine Learning Research, 2018, v. 19, n. 1-26, p. 1

By:

Srivastava, Sanvesh;
Cheng Li;
Dunson, David B.

Publication type:

Article

Robust and Scalable Bayes via a Median of Subset Posterior Measures.

Published in:

Journal of Machine Learning Research, 2017, v. 18, n. 124/149, p. 1

By:

Minsker, Stanislav;
Srivastava, Sanvesh;
Lizhen Lin;
Dunson, David B.

Publication type:

Article

Bayesian Tensor Regression.

Published in:

Journal of Machine Learning Research, 2017, v. 18, n. 64-98, p. 1

By:

Guhaniyogi, Rajarshi;
Qamar, Shaan;
Dunson, David B.

Publication type:

Article

Locally Adaptive Factor Processes for Multivariate Time Series.

Published in:

Journal of Machine Learning Research, 2014, v. 15, n. 4, p. 1493

By:

Durante, Daniele;
Scarpa, Bruno;
Dunson, David B.

Publication type:

Article

Improving Prediction from Dirichlet Process Mixtures via Enrichment.

Published in:

Journal of Machine Learning Research, 2014, v. 15, n. 3, p. 1041

By:

Wade, Sara;
Dunson, David B.;
Petrone, Sonia;
Trippa, Lorenzo

Publication type:

Article

Multivariate Convex Regression with Adaptive Partitioning.

Published in:

Journal of Machine Learning Research, 2013, v. 14, n. 11, p. 3261

By:

Hannah, Lauren A.;
Dunson, David B.

Publication type:

Article

Logistic Stick-Breaking Process.

Published in:

Journal of Machine Learning Research, 2011, v. 12, n. 1, p. 203

By:

Lu Ren;
Lan Du;
Carin, Lawrence;
Dunson, David B.

Publication type:

Article

Classification with Incomplete Data Using Dirichlet Process Priors.

Published in:

Journal of Machine Learning Research, 2010, v. 11, n. 12, p. 3269

By:

Wang, Chunping;
Liao, Xuejun;
Carin, Lawrence;
Dunson, David B.;
Blei, David

Publication type:

Article

Identifying vulnerable brain networks associated with Alzheimer's disease risk.

Published in:

Cerebral Cortex, 2023, v. 33, n. 9, p. 5307, doi. 10.1093/cercor/bhac419

By:

Mahzarnia, Ali;
Stout, Jacques A;
Anderson, Robert J;
Moon, Hae Sol;
Han, Zay Yar;
Beck, Kate;
Browndyke, Jeffrey N;
Dunson, David B;
Johnson, Kim G;
O'Brien, Richard J;
Badea, Alexandra

Publication type:

Article

Bayesian Pyramids: identifiable multilayer discrete latent structure models for discrete data.

Published in:

Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2023, v. 85, n. 2, p. 399, doi. 10.1093/jrsssb/qkad010

By:

Gu, Yuqi;
Dunson, David B

Publication type:

Article

Efficient manifold approximation with spherelets.

Published in:

Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2022, v. 84, n. 4, p. 1129, doi. 10.1111/rssb.12508

By:

Li, Didong;
Mukhopadhyay, Minerva;
Dunson, David B.

Publication type:

Article

Graph based Gaussian processes on restricted domains.

Published in:

Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2022, v. 84, n. 2, p. 414, doi. 10.1111/rssb.12486

By:

Dunson, David B.;
Wu, Hau‐Tieng;
Wu, Nan

Publication type:

Article

Estimating densities with non‐linear support by using Fisher–Gaussian kernels.

Published in:

Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2020, v. 82, n. 5, p. 1249, doi. 10.1111/rssb.12390

By:

Mukhopadhyay, Minerva;
Li, Didong;
Dunson, David B.

Publication type:

Article

Marginally specified priors for non-parametric Bayesian estimation.

Published in:

Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2015, v. 77, n. 1, p. 35, doi. 10.1111/rssb.12059

By:

Kessler, David C.;
Hoff, Peter D.;
Dunson, David B.

Publication type:

Article

Bayesian density regression.

Published in:

Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2007, v. 69, n. 2, p. 163, doi. 10.1111/j.1467-9868.2007.00582.x

By:

Dunson, David B.;
Pillai, Natesh;
Ju-Hyun Park

Publication type:

Article

Adverse subpopulation regression for multivariate outcomes with high-dimensional predictors.

Published in:

Statistics in Medicine, 2012, v. 31, n. 29, p. 4102, doi. 10.1002/sim.5520

By:

Zhu, Bin;
Dunson, David B.;
Ashley-Koch, Allison E.

Publication type:

Article

Bayesian Semiparametric Structural Equation Models with Latent Variables.

Published in:

Psychometrika, 2010, v. 75, n. 4, p. 675, doi. 10.1007/s11336-010-9174-4

By:

MINGAN YANG;
DUNSON, DAVID B.

Publication type:

Article

Joint eQTL assessment of whole blood and dura mater tissue from individuals with Chiari type I malformation.

Published in:

BMC Genomics, 2015, v. 16, n. 1, p. 1, doi. 10.1186/s12864-014-1211-8

By:

Lock, Eric F.;
Soldano, Karen L.;
Garrett, Melanie E.;
Cope, Heidi;
Markunas, Christina A.;
Fuchs, Herbert;
Grant, Gerald;
Dunson, David B.;
Gregory, Simon G.;
Ashley-Koch, Allison E.

Publication type:

Article

Joint eQTL assessment of whole blood and dura mater tissue from individuals with Chiari type I malformation.

Published in:

BMC Genomics, 2015, v. 16, n. 1, p. 443, doi. 10.1186/s12864-014-1211-8

By:

Lock, Eric F.;
Soldano, Karen L.;
Garrett, Melanie E.;
Cope, Heidi;
Markunas, Christina A.;
Fuchs, Herbert;
Grant, Gerald;
Dunson, David B.;
Gregory, Simon G.;
Ashley-Koch, Allison E.

Publication type:

Article

Bayesian Inference for Genomic Data Integration Reduces Misclassification Rate in Predicting Protein- Protein Interactions.

Published in:

PLoS Computational Biology, 2011, v. 7, n. 7, p. 1, doi. 10.1371/journal.pcbi.1002110

By:

Xing, Chuanhua;
Dunson, David B.

Publication type:

Article

Personalised estimation of a woman's most fertile days.

Published in:

2016

By:

Li, Daniel;
Heyer, Leslie;
Jennings, Victoria H.;
Smith, Colin A.;
Dunson, David B.

Publication type:

journal article

Bayesian hierarchically weighted finite mixture models for samples of distributions.

Published in:

2009

By:

Rodriguez A;
Dunson DB;
Taylor J;
Rodriguez, Abel;
Dunson, David B;
Taylor, Jack

Publication type:

journal article

Bayesian hierarchically weighted finite mixture models for samples of distributions.

Published in:

Biostatistics, 2009, v. 10, n. 1, p. 155

By:

Abel Rodriguez;
David B. Dunson;
Jack Taylor

Publication type:

Article