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Cited by
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Since 2019
Citations
31
31
h-index
3
3
i10-index
1
1
0
10
5
2020
2021
2022
2023
2024
1
10
4
8
8
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Co-authors
Debdeep Pati
Professor, Department of Statistics, Texas A&M University
Verified email at stat.tamu.edu
Anirban Bhattacharya
Professor, Texas A&M University
Verified email at stat.tamu.edu
David Dunson
Arts & Sciences Professor of Statistical Science & Mathematics
Verified email at duke.edu
Shuang Zhou
Assistant Professor, SoMSS, Arizona State University
Verified email at asu.edu
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Sean Plummer
Assistant Professor,
University of Arkansas
Verified email at uark.edu
Bayesian Statistics
Variational Inference
Singular Models
Graphical Models
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Year
Dynamics of coordinate ascent variational inference: A case study in 2d ising models
S Plummer, D Pati, A Bhattacharya
Entropy 22 (11), 1263
, 2020
19
2020
Evidence bounds in singular models: probabilistic and variational perspectives
A Bhattacharya, D Pati, S Plummer
arXiv preprint arXiv:2008.04537
, 2020
7
2020
Statistical guarantees for transformation based models with applications to implicit variational inference
S Plummer, S Zhou, A Bhattacharya, D Dunson, D Pati
International Conference on Artificial Intelligence and Statistics, 2449-2457
, 2021
4
2021
Statistical and Computational Properties of Variational Inference
SC Plummer
Texas A&M University
, 2021
1
2021
Supplementary Document to “Statistical Guarantees for Transformation Based Models with Applications to Implicit Variational Inference”
S Plummer, S Zhou, A Bhattacharya, D Dunson, D Pati
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