Somabha Mukherjee
Scholar

Somabha Mukherjee

Google Scholar ID: Gi58pWsAAAAJ
Assistant Professor, Department of Statistics and Data Science, National University of Singapore
nonparametric statisticsgraphical models and higher order Markov random fieldshigh-dimensional CLTshape-restricted regress
Citations & Impact
All-time
Citations
315
 
H-index
10
 
i10-index
11
 
Publications
20
 
Co-authors
11
list available
Resume (English only)
Academic Achievements
  • Recipient of the 2022 Faculty Teaching Excellence Award, National University of Singapore
  • Winner of the 2020 J. Parker Bursk Prize for Research from Wharton
  • Winner of the 2020 International Indian Statistical Association (IISA) student paper competition
  • P.C. Mahalanobis gold medal awardee, Indian Statistical Institute, 2016
  • Principal investigator of NUS Start-up Grant (2021–2025)
  • Principal investigator of two FoS Tier 1 grants (2023–2026; 2025–2027)
Background
  • Currently an Assistant Professor in the Department of Statistics and Data Science, National University of Singapore
  • Research interests span both Statistics and Probability
  • In Statistics: non-parametric statistics (testing and variable selection), inference in graphical models, high-dimensional CLT, shape-restricted regression, and inference in Markov random fields
  • In Probability: discrete & combinatorial probability, large deviations, random graphs, and statistical physics
  • PhD dissertation focused on inference in higher-order Markov random fields, particularly tensor Ising models