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David B. Dunson

Duke University
National Institutes of Health

689

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38283

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Spatial Multivariate Trees for Big Data Bayesian Regression.

2022 J. Mach. Learn. Res.
- Michele Peruzzi
- David B. Dunson
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Generalized infinite factorization models.

2021 arXiv: Methodology
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Bayesian time-aligned factor analysis of paired multivariate time series

2021 Journal of Machine Learning Research
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Classification Trees for Imbalanced Data: Surface-to-Volume Regularization

2021 Journal of the American Statistical Association
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Dimension-Grouped Mixed Membership Models for Multivariate Categorical Data.

2021 arXiv: Methodology
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Generalized infinite factorization models

2021 Biometrika
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Bayesian Spanning Tree: Estimating the Backbone of the Dependence Graph

2021 arXiv: Methodology
- Leo L. Duan
- David B. Dunson
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Soft Tensor Regression

2021 Journal of Machine Learning Research
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Graph auto-encoding brain networks with applications to analyzing large-scale brain imaging datasets.

2021 NeuroImage
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Inferring Manifolds From Noisy Data Using Gaussian Processes.

2021 arXiv: Machine Learning
- David B. Dunson
- Nan Wu
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