Hierarchical Beta Processes is a Bayesian nonparametric prior structure that extends the beta process by organizing multiple beta processes in a hierarchical manner to share statistical strength across groups through a common base measure.
14
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1K
Citations
34
Authors
13
Institutions
Publications per year
2017–2026
0
Variants
Hierarchical Beta Process
Publications
14
Hierarchical Beta Processes and the Indian Buffet Process
Romain Thibaux, Michael I. Jordan · UC Berkeley · 2007 · 354 citations
Dependent Hierarchical Beta Process for Image Interpolation and Denoising
Mingyuan Zhou, Hongxia Yang, Guillermo Sapiro et al. · 2011 · 60 citations
The contextual focused topic model
Xu Chen, Mingyuan Zhou, Lawrence Carin · 2012 · 55 citations
1–5 of 14
Authors
34
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- DP
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- LC
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- SG
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- ZL
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1–5 of 34
Institutions
13
Duke University
Durham, United States
3 h-index
9 publications
471 citations
Deakin University
Burwood, Australia
3 h-index
9 publications
168 citations
Data61
Sydney, Australia
2 h-index
12 publications
476 citations
UNSW Sydney
Sydney, Australia
2 h-index
9 publications
422 citations
Princeton University
Princeton, United States
1 h-index
1 publications
42 citations
Aarhus University
Aarhus, Denmark
1 h-index
1 publications
25 citations
Harvard University Press
Cambridge, United States
1 h-index
1 publications
21 citations
The University of Texas at El Paso
El Paso, United States
1 h-index
1 publications
21 citations
1–8 of 13
Venues
- Deakin Research Online (Deakin University)
Repository · 1 publications · 25 citations
1
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- Theoretical Population Biology
TPB · 1 publications · 25 citations
1
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- Journal of Water Resources Planning and Management
1 publications · 10 citations
1
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- UC Berkeley
Repository · 1 publications · 354 citations
1
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- Biometrika
1 publications · 284 citations
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