Bianca Dumitrascu

Assistant Professor, Columbia University

Group Leader, Early Career Fellow, University of Cambridge

  • Joined May 2021

Names

Bianca Dumitrascu (Preferred)

Emails

****@gmail.com (Confirmed)
,
****@princeton.edu (Confirmed)
,
****@cam.ac.uk (Confirmed)
,
****@columbia.edu (Confirmed)

Career & Education History

Assistant Professor
Columbia University (columbia.edu)
2023Present
 
Group Leader, Early Career Fellow
University of Cambridge (cam.ac.uk)
20202025
 
Member
Institue for Advanced Study, Princeton (ias.edu)
20192020
 
Postdoc
Duke University (duke.edu)
20192020
 
PhD student
Princeton University (princeton.edu)
20152019
 
MS student
Princeton University (princeton.edu)
20132015
 
Undergrad student
Massachusetts Institute of Technology (mit.edu)
20092013
 

Advisors, Relations & Conflicts

PhD Advisor
Present
 

Expertise

bayesian inference, contextual bandits
Present
 
statistical genomics, clustering, robustness
Present
 
alignment, seriation, multi study analysis, deep learning, canonical correlation analysis
Present
 
computational biology, domain adaptation, interpretable machine learning
Present
 
biostatistics, spatial gaussian processes, generative models, dimensionality reduction
Present
 
active learning, experimental design
Present