Sanghamitra Dutta
Scholar

Sanghamitra Dutta

Google Scholar ID: BgaqaXwAAAAJ
Assistant Professor, University of Maryland College Park
ExplainabilityFair Machine LearningTrustworthy AIInformation TheoryCoded Computing
Citations & Impact
All-time
Citations
1,899
 
H-index
18
 
i10-index
25
 
Publications
20
 
Co-authors
52
list available
Resume (English only)
Academic Achievements
  • Publications in top ML conferences: NeurIPS, ICML, ICLR, AAAI, AISTATS, AAMAS; and information theory venues: ISIT, IEEE Transactions on Information Theory.
  • Work featured in New Scientist and Montreal AI Ethics Brief; adopted in JPMorgan’s fair lending model review.
  • Awards and grants: NSF CAREER Award, NSF MPS SPEED Award, JPMorgan Faculty Award, Google Gift Funding, Northrop Grumman Seed Grant.
  • Simons Institute Fellowship for the Causality Program (2022).
  • Recipient of the K&L Gates Presidential Fellowship in Ethics and Computational Technologies.
  • Ph.D. thesis awarded the A G Milnes Outstanding Thesis Award.
  • Pioneering contributions to coded computing with cross-disciplinary impact.