Bianca Dumitrascu

Assistant Professor, Columbia University
Joined
May 2021

Names

Bianca Dumitrascu (Preferred)

Emails

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

Personal Links

Career & Education History

Assistant Professor
Columbia University (columbia.edu)
2023 – Present
Group Leader, Early Career Fellow
University of Cambridge (cam.ac.uk)
2020 – 2025
Member
Institue for Advanced Study, Princeton (ias.edu)
2019 – 2020
Postdoc
Duke University (duke.edu)
2019 – 2020
PhD student
Princeton University (princeton.edu)
2015 – 2019
MS student
Princeton University (princeton.edu)
2013 – 2015
Undergrad student
Massachusetts Institute of Technology (mit.edu)
2009 – 2013

Advisors, Relations & Conflicts

PhD Advisor
Barbara Engelhardt
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

Publications

Co-Authors