Debarghya Mukherjee
Scholar

Debarghya Mukherjee

Google Scholar ID: I4sJ7BUAAAAJ
Assistant Professor, Boston University
Theoretical Statistics and Machine Learning
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Citations & Impact
All-time
Citations
512
 
H-index
9
 
i10-index
8
 
Publications
20
 
Co-authors
16
list available
Contact
No contact links provided.
Publications
12 items
Self-Distillation is Optimal Among Spectral Shrinkage Estimators in Spiked Covariance Models
2026
Cited
0
Towards General Preference Alignment: Diffusion Models at Nash Equilibrium
2026
Cited
0
Adaptive Estimation and Inference in Semi-parametric Heterogeneous Clustered Multitask Learning via Neyman Orthogonality
2026
Cited
0
Minimax optimal adaptive structured transfer learning through semi-parametric domain-varying coefficient model
2026
Cited
0
Transfer Learning on Edge Connecting Probability Estimation under Graphon Model
2025
Cited
0
CINDES: Classification induced neural density estimator and simulator
2025
Cited
0
Optimal Nuisance Function Tuning for Estimating a Doubly Robust Functional under Proportional Asymptotics
2025
Cited
0
CCFC: Core & Core-Full-Core Dual-Track Defense for LLM Jailbreak Protection
2025
Cited
0
Resume (English only)
Co-authors
16 total
Yuekai Sun
Yuekai Sun
University of Michigan
Mikhail Yurochkin
Mikhail Yurochkin
Staff AI Scientist, IFM MBZUAI, ex MIT-IBM Watson AI Lab
Moulinath Banerjee
Moulinath Banerjee
Professor of Statistics
Ya'acov Ritov
Ya'acov Ritov
University of Michigan
Subha Maity
Subha Maity
University of Waterloo
Felix Petersen
Felix Petersen
Stanford University, University of Konstanz
Justin Solomon
Justin Solomon
MIT
Aritra Guha
Aritra Guha
Data Science and AI Research, AT&T