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
17 items
Bayesian Estimation of Continuous Brain Connectivity with Log-Gaussian Cox Processes
2026
Cited
0
Finite-Rank Logistic Gaussian Processes with Exact Likelihood for Conditional Density Estimation
2026
Cited
0
Calibration-Free Robust Bayesian Inference for Discrete Unnormalized Models
2026
Cited
0
Posterior Tempering Explains Variance Inflation in Linear and Generalized Linear Thompson Sampling
2026
Cited
0
Robust Bayesian Inference for Unnormalized Models with Mixed-Domain Data
2026
Cited
0
Robust Simulation Based Inference Through Robust Optimal Transport
2026
Cited
0
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
Resume
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.