Publications by authors named "David B Dunson"

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BAYESIAN LEARNING OF CLINICALLY MEANINGFUL SEPSIS PHENOTYPES IN NORTHERN TANZANIA.
Alexander Dombowsky, David B Dunson, Deng B Madut, Matthew P Rubach, Amy H Herring

Ann Appl Stat· September 2025

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Inferring Covariance Structure from Multiple Data Sources via Subspace Factor Analysis.
Noirrit Kiran Chandra, David B Dunson, Jason Xu

J Am Stat Assoc· June 2025

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Nonparametric IPSS: fast, flexible feature selection with false discovery control.
Omar Melikechi, David B Dunson, Jeffrey W Miller

Bioinformatics· May 2025

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Product Centred Dirichlet Processes for Bayesian Multiview Clustering.
Alexander Dombowsky, David B Dunson

J R Stat Soc Series B Stat Methodol· April 2025

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Robustifying Likelihoods by Optimistically Re-weighting Data.
Miheer Dewaskar, Christopher Tosh, Jeremias Knoblauch, David B Dunson

J Am Stat Assoc· April 2025

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LOW-RANK LONGITUDINAL FACTOR REGRESSION WITH APPLICATION TO CHEMICAL MIXTURES.
Glenn Palmer, Amy H Herring, David B Dunson

Ann Appl Stat· March 2025

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Gridding and Parameter Expansion for Scalable Latent Gaussian Models of Spatial Multivariate Data.
Michele Peruzzi, Sudipto Banerjee, David B Dunson, Andrew O Finley

Bayesian Anal· March 2025

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Bayesian Clustering via Fusing of Localized Densities.
Alexander Dombowsky, David B Dunson

J Am Stat Assoc· January 2025

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Brain network fingerprints of Alzheimer's disease risk factors in mouse models with humanized APOE alleles.
Steven Winter, Ali Mahzarnia, Robert J Anderson, Zay Yar Han, Jessica Tremblay, David B Dunson

Magn Reson Imaging· December 2024

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Bayesian semiparametric inference in longitudinal metabolomics data.
Abhra Sarkar, Ornella Cominetti, Ivan Montoliu, Joanne Hosking, Jonathan Pinkney, David B Dunson

Sci Rep· December 2024

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Radial Neighbors for Provably Accurate Scalable Approximations of Gaussian Processes.
Yichen Zhu, Michele Peruzzi, Cheng Li, David B Dunson

Biometrika· December 2024

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APOE, Immune Factors, Sex, and Diet Interact to Shape Brain Networks in Mouse Models of Aging.
Steven Winter, Ali Mahzarnia, Robert J Anderson, Zay Yar Han, Jessica Tremblay, David B Dunson

bioRxiv· July 2024

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Spatial meshing for general Bayesian multivariate models.
Michele Peruzzi, David B Dunson

J Mach Learn Res· March 2024

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Explaining transmission rate variations and forecasting epidemic spread in multiple regions with a semiparametric mixed effects SIR model.
David A Buch, James E Johndrow, David B Dunson

Biometrics· December 2023

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Bayesian inference on high-dimensional multivariate binary responses.
Antik Chakraborty, Rihui Ou, David B Dunson

J Am Stat Assoc· November 2023

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Ellipsoid fitting with the Cayley transform.
Omar Melikechi, David B Dunson

IEEE Trans Signal Process· November 2023

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A generalized Bayes framework for probabilistic clustering.
Tommaso Rigon, Amy H Herring, David B Dunson

Biometrika· September 2023

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PPA: Principal parcellation analysis for brain connectomes and multiple traits.
Rongjie Liu, Meng Li, David B Dunson

Neuroimage· August 2023

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Bayesian matrix completion for hypothesis testing.
Bora Jin, David B Dunson, Julia E Rager, David M Reif, Stephanie M Engel

J R Stat Soc Ser C Appl Stat· May 2023

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Escaping The Curse of Dimensionality in Bayesian Model-Based Clustering.
Noirrit Kiran Chandra, Antonio Canale, David B Dunson

J Mach Learn Res· April 2023

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Mutual information: Measuring nonlinear dependence in longitudinal epidemiological data.
Alexander L Young, Willem van den Boom, Rebecca A Schroeder, Vijay Krishnamoorthy, Karthik Raghunathan, David B Dunson

PLoS One· April 2023

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Dimension-Grouped Mixed Membership Models for Multivariate Categorical Data.
Yuqi Gu, Elena A Erosheva, Gongjun Xu, David B Dunson

J Mach Learn Res· February 2023

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Corrigendum: Absolute winding number differentiates mouse spatial navigation strategies with genetic risk for Alzheimer's disease.
Alexandra Badea, Didong Li, Andrei R Niculescu, Robert J Anderson, Jacques A Stout, David B Dunson

Front Neurosci· November 2022

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BAYESIAN SEMIPARAMETRIC LONG MEMORY MODELS FOR DISCRETIZED EVENT DATA.
Antik Chakraborty, Otso Ovaskainen, David B Dunson

Ann Appl Stat· September 2022

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Bayesian Modeling of Sequential Discoveries.
Alessandro Zito, Tommaso Rigon, Otso Ovaskainen, David B Dunson

J Am Stat Assoc· May 2022

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