David B. Dunson

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 37 papers. Top paper: “Projected t-SNE for batch correction”.

Projected t-SNE for batch correction

Bioinformatics(2020)10.1093/bioinformatics/btaa189

N/A

0DataRank · unranked

15 citations

Jeffrey L. Tilson, Dayne L. Filer, Benjamin Babcock, Alejandro Colaneri, Jennifer K. Ocasio +4 more

Efficient posterior sampling for high-dimensional imbalanced logistic regression

Biometrika(2020)10.1093/biomet/asaa035

N/A

0DataRank · unranked

12 citations

Matthias Sachs, Jianfeng Lu, David B. Dunson, Deborshee Sen

Bayesian cumulative shrinkage for infinite factorizations

Biometrika(2020)10.1093/biomet/asaa008

N/A

0DataRank · unranked

5 citations

Daniele Durante, David B. Dunson, Sirio Legramanti

Approximating posteriors with high-dimensional nuisance parameters via integrated rotated Gaussian approximation

Biometrika(2020)10.1093/biomet/asaa068

N/A

0DataRank · unranked

2 citations

Galen Reeves, David B. Dunson, Willem van den Boom

Extrinsic Local Regression on Manifold-Valued Data

UNC Libraries(2020)10.17615/pf8b-a075

N/A

0DataRank · unranked

1 citations

David B. Dunson, B.S. Thomas, Hongtu Zhu, Lizhen Lin

Semiparametric Bayesian local functional models for diffusion tensor tract statistics

UNC Libraries(2020)10.17615/vjq3-wt60

N/A

0DataRank · unranked

1 citations

Hongtu Zhu, Zhaowei Hua, John H. Gilmore, Martin Styner, David B. Dunson

High-Dimensional Variable Selection in Meta-Analysis for Censored Data

UNC Libraries(2020)10.17615/4rse-2s57

N/A

0DataRank · unranked

1 citations

Fei Zou, Fei Liu, David B. Dunson

Bayesian neural networks and dimensionality reduction

arXiv (Cornell University)(2020)10.48550/arxiv.2008.08044

N/A

0DataRank · unranked

1 citations

Theodore Papamarkou, David B. Dunson, Deborshee Sen

Kernel stick-breaking processes

UNC Libraries(2020)10.17615/ykx1-zn47

N/A

0DataRank · unranked

0 citations

David B. Dunson, Ju Hyun Park

Inferring Synergistic and Antagonistic Interactions in Mixtures of Exposures

arXiv (Cornell University)(2022)10.48550/arxiv.2210.09279

N/A

0DataRank · unranked

0 citations

Stephanie M. Engel, David B. Dunson, Shounak Chattopadhyay

Detecting Changes in the Transmission Rate of a Stochastic Epidemic Model

arXiv (Cornell University)(2022)10.48550/arxiv.2211.14691

N/A

0DataRank · unranked

0 citations

Raphaël Morsomme, David B. Dunson, Jason Xu, Jenny Huang

Mutual information: Measuring nonlinear dependence in longitudinal epidemiological data

PLoS ONE(2023)10.1371/journal.pone.0284904

N/A

0DataRank · unranked

14 citations

Willem van den Boom, Rebecca A. Schroeder, Vijay Krishnamoorthy, Karthik Raghunathan, Hau‐Tieng Wu +2 more

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

Journal of the Royal Statistical Society Series B (Statistical Methodology)(2023)10.1093/jrsssb/qkad010

N/A

0DataRank · unranked

11 citations

David B. Dunson, Yuqi Gu

A generalized Bayes framework for probabilistic clustering

Biometrika(2023)10.1093/biomet/asad004

N/A

0DataRank · unranked

16 citations

Amy H. Herring, David B. Dunson, Tommaso Rigon

PPA: Principal parcellation analysis for brain connectomes and multiple traits

NeuroImage(2023)10.1016/j.neuroimage.2023.120214

N/A

0DataRank · unranked

8 citations

Meng Li, David B. Dunson, Rongjie Liu

Bayesian Inference on High-Dimensional Multivariate Binary Responses

Journal of the American Statistical Association(2023)10.1080/01621459.2023.2260053

N/A

0DataRank · unranked

8 citations

Rihui Ou, David B. Dunson, Antik Chakraborty

Ellipsoid Fitting With the Cayley Transform

IEEE Transactions on Signal Processing(2023)10.1109/tsp.2023.3332560

N/A

0DataRank · unranked

3 citations

David B. Dunson, Omar Melikechi

Bayesian Transfer Learning

arXiv (Cornell University)(2023)10.48550/arxiv.2312.13484

N/A

0DataRank · unranked

4 citations

Jason J. Xu, David B. Dunson, Piotr M. Suder

Inferring Covariance Structure from Multiple Data Sources via Subspace Factor Analysis

arXiv (Cornell University)(2023)10.48550/arxiv.2305.04113

N/A

0DataRank · unranked

2 citations

David B. Dunson, Jason Xu, Noirrit Kiran Chandra

Bayesian Clustering via Fusing of Localized Densities

arXiv (Cornell University)(2023)10.48550/arxiv.2304.00074

N/A

0DataRank · unranked

1 citations

David B. Dunson, Alexander Dombowsky

Product Centered Dirichlet Processes for Bayesian Multiview Clustering

arXiv (Cornell University)(2023)10.48550/arxiv.2312.05365

N/A

0DataRank · unranked

1 citations

David B. Dunson, Alexander Dombowsky

Spectral Gap Regularization of Neural Networks

arXiv (Cornell University)(2023)10.48550/arxiv.2304.03096

N/A

0DataRank · unranked

0 citations

David B. Dunson, Edric Tam

Sequential Gibbs Posteriors with Applications to Principal Component Analysis

PubMed(2023)10.48550/arxiv.2310.12882

N/A

0DataRank · unranked

0 citations

Omar Melikechi, David B. Dunson, Steven L. Winter

Inferring Covariance Structure from Multiple Data Sources via Subspace Factor Analysis

Journal of the American Statistical Association(2024)10.1080/01621459.2024.2408777

N/A

0DataRank · unranked

6 citations

David B. Dunson, Jason Xu, Noirrit Kiran Chandra

Emerging Directions in Bayesian Computation

Statistical Science(2024)10.1214/23-sts919

N/A

0DataRank · unranked

4 citations

Trevor Campbell, Lizhen Lin, Sanvesh Srivastava, David B. Dunson, Steven L. Winter

Bayesian Clustering via Fusing of Localized Densities

Journal of the American Statistical Association(2024)10.1080/01621459.2024.2427935

N/A

0DataRank · unranked

2 citations

David B. Dunson, Alexander Dombowsky

Detecting changes in the transmission rate of a stochastic epidemic model

Statistics in Medicine(2024)10.1002/sim.10050

N/A

0DataRank · unranked

1 citations

Raphaël Morsomme, David B. Dunson, Jason Xu, Jenny Huang

Environmental Mixtures Analysis (E-MIX) Workflow and Methods Repository

medRxiv(2024)10.1101/2024.12.20.24318087

N/A

0DataRank · unranked

2 citations

Glenn Palmer, David B. Dunson, Marianthi‐Anna Kioumourtzoglou, Brent A. Coull, Bonnie R. Joubert

Logistic-beta processes for dependent random probabilities with beta marginals

arXiv (Cornell University)(2024)10.48550/arxiv.2402.07048

N/A

0DataRank · unranked

1 citations

Alessandro Zito, Huiyan Sang, David B. Dunson, Changwoo J. Lee

Blessing of dimension in Bayesian inference on covariance matrices

arXiv (Cornell University)(2024)10.48550/arxiv.2404.03805

N/A

0DataRank · unranked

1 citations

Anru R. Zhang, David B. Dunson, Shounak Chattopadhyay

Bayesian Learning of Clinically Meaningful Sepsis Phenotypes in Northern Tanzania

arXiv (Cornell University)(2024)10.48550/arxiv.2405.01746

N/A

0DataRank · unranked

0 citations

David B. Dunson, Deng B. Madut, Matthew P. Rubach, Amy H. Herring, Alexander Dombowsky

Bayesian Deep Generative Models for Multiplex Networks with Multiscale Overlapping Clusters

arXiv (Cornell University)(2024)10.48550/arxiv.2405.20936

N/A

0DataRank · unranked

0 citations

Yuqi Gu, David B. Dunson, Yuren Zhou

Marginally interpretable spatial logistic regression with bridge processes

arXiv (Cornell University)(2024)10.48550/arxiv.2412.04744

N/A

0DataRank · unranked

0 citations

David B. Dunson, Changwoo J. Lee

Workflow for Statistical Analysis of Environmental Mixtures

Environmental Health Perspectives(2025)10.1021/ehp.6c00155

N/A

0DataRank · unranked

3 citations

Glenn Palmer, David B. Dunson, Marianthi‐Anna Kioumourtzoglou, Brent A. Coull, Bonnie R. Joubert

Domain Adaptive Bootstrap Aggregating

IEEE Transactions on Signal Processing(2025)10.1109/tsp.2025.3608642

N/A

0DataRank · unranked

1 citations

David B. Dunson, Meimei Liu

Bayesian Modeling of Nearly Mutually Orthogonal Processes

Bayesian Analysis(2025)10.1214/26-ba1600

N/A

0DataRank · unranked

1 citations

Amy H. Herring, David B. Dunson, James Matuk

Bayesian Latent Class Regression with Interpretable Binary Profiles

ArXiv.org(2025)10.48550/arxiv.2503.17531

N/A

0DataRank · unranked

0 citations

Yuqi Gu, David B. Dunson, Yuren Zhou