Current 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

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
  • Mathematics
1/2020current Spring
Degrees
Princeton University Ph.D., 2019