Debdeep Pati
Scholar

Debdeep Pati

Google Scholar ID: Qpi_-cwAAAAJ
Professor, Department of Statistics, University of Wisconsin - Madison
Bayesian nonparametricshigh-dimensional data analysis
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Citations & Impact
All-time
Citations
1,952
 
H-index
19
 
i10-index
34
 
Publications
20
 
Co-authors
0
 
Contact
Emaildpati2@wisc.eduCVOpen ↗
Publications
11 items
Stability of Sequential and Parallel Coordinate Ascent Variational Inference
2026
Cited
0
Frequentist Regret Analysis of Gaussian Process Thompson Sampling via Fractional Posteriors
2026
Cited
0
Stationary Point Constrained Inference via Diffeomorphisms
2025
Cited
0
Global-Local Dirichlet Processes for Identifying Pan-Cancer Subpopulations Using Both Shared and Cancer-Specific Data
2025
Cited
0
An Interpretable Single-Index Mixed-Effects Model for Non-Gaussian National Survey Data
2025
Cited
0
Hierarchical Bayesian Operator-induced Symbolic Regression Trees for Structural Learning of Scientific Expressions
2025
Cited
0
On Quantification of Borrowing of Information in Hierarchical Bayesian Models
2025
Cited
0
A note on simulation methods for the Dirichlet-Laplace prior
2025
Cited
0
Resume (English only)
Academic Achievements
  • - Articles accepted at various journals such as Biometrics, Bayesian Analysis, Annals of Applied Statistics, etc.
  • - Co-organizing a minisymposium and giving talks at several international conferences.
  • - NSF proposal funded.
Research Experience
  • Professor, Department of Statistics, University of Wisconsin - Madison (August 19, 2024 to present)
Background
  • Research Interests: Bayes theory and methods in high dimensions; Approximate Bayesian methods; high dimensional network analysis, Bayesian graphical models, efficient Bayesian computation, hierarchical modeling of complex shapes, point pattern data modeling, real-time tracking algorithms.
Co-authors
0 total
Co-authors: 0 (list not available)