Past Member

Bianca Dumitrascu

Funding provided by the National Science Foundation

Affiliation

Mathematics

Field of Study

Statistical Genetics, Statistical Machine Learning

Home Institution

Institute for Advanced Study
From
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Bianca Dumitrascu’s research brings together Bayesian statistics, optimization, and machine learning, with the goal of developing interpretable methods for structured, high-dimensional medical and genomic data. Dumitrascu develops statistical methods, employing techniques from optimal transport, transfer learning, and deep generative models, with the broader goal of quantifying the impact of genetic variation on ­biological traits.

Dates at IAS

Member
School of Mathematics
Spring

Degrees

Princeton University
Ph.D.
2019
M.I.T
B.Sc.
2013