‪Sean Plummer‬ - ‪Google Scholar‬

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Debdeep PatiProfessor, Department of Statistics, Texas A&M UniversityVerified email at stat.tamu.edu
Anirban BhattacharyaProfessor, Texas A&M UniversityVerified email at stat.tamu.edu
David DunsonArts & Sciences Professor of Statistical Science & MathematicsVerified email at duke.edu
Shuang ZhouAssistant Professor, SoMSS, Arizona State UniversityVerified email at asu.edu

Sean Plummer

Sean Plummer

Assistant Professor, University of Arkansas

Verified email at uark.edu

Bayesian Statistics Variational Inference Singular Models Graphical Models


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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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