Saumitra Mishra
Scholar

Saumitra Mishra

Google Scholar ID: On6E6ogAAAAJ
Executive Director at JP Morgan
Explainable AIRobust Machine LearningMachine Learning Fairness
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Citations & Impact
All-time
Citations
846
 
H-index
12
 
i10-index
14
 
Publications
20
 
Co-authors
27
list available
Contact
No contact links provided.
Publications
7 items
ShapShift: Explaining Model Prediction Shifts with Subgroup Conditional Shapley Values
2026
Cited
0
Cache What Lasts: Token Retention for Memory-Bounded KV Cache in LLMs
2025
Cited
0
To Steer or Not to Steer? Mechanistic Error Reduction with Abstention for Language Models
2025
Cited
0
Representation Consistency for Accurate and Coherent LLM Answer Aggregation
arXiv.org · 2025
Cited
1
Interpreting Language Reward Models via Contrastive Explanations
arXiv.org · 2024
Cited
0
Quantifying Prediction Consistency Under Model Multiplicity in Tabular LLMs
arXiv.org · 2024
Cited
4
Cross-Domain Graph Data Scaling: A Showcase with Diffusion Models
arXiv.org · 2024
Cited
4
Resume (English only)
Co-authors
27 total
Daniele Magazzeni
Daniele Magazzeni
J.P. Morgan. Chief Analytics Officer for the Commercial and Investment Bank
Bob L. T. Sturm
Bob L. T. Sturm
Associate Professor, KTH Royal Institute of Technology, Stockholm
Simon Dixon
Simon Dixon
Centre for Digital Music, Queen Mary University of London
Sanghamitra Dutta
Sanghamitra Dutta
Assistant Professor, University of Maryland College Park
Emmanouil Benetos
Emmanouil Benetos
Queen Mary University of London
Freddy Lecue
Freddy Lecue
Frontier AI Model Head @Wells Fargo - New York, USA. Ex-JPMorgan, -Thales, -Accenture, -IBM, -Orange
Faisal Hamman
Faisal Hamman
Ph.D. Candidate, University of Maryland, College park.
Manuela M. Veloso
Manuela M. Veloso
Herbert A. Simon University Professor of Computer Science, Carnegie Mellon University