Jonas Mueller

Researcher, Cleanlab
Joined
November 2016

Names

Jonas Mueller (Preferred)

Emails

****@csail.mit.edu (Confirmed)
, 
****@amazon.com (Confirmed)
, 
****@gmail.com (Confirmed)
, 
****@cleanlab.ai (Confirmed)

Personal Links

Career & Education History

Researcher
Cleanlab (cleanlab.ai)
2022 – Present
Scientist
Amazon (amazon.com)
2018 – 2022
PhD Student
Massachusetts Institute of Technology (mit.edu)
2013 – 2018
Intern
Microsoft (microsoft.com)
2017 – 2017
Undergraduate
University of California Berkeley (berkeley.edu)
2009 – 2013

Advisors, Relations & Conflicts

No relations added

Expertise

deep learning
, 
generative modeling
, 
representation learning
Present
optimal transport
, 
Wasserstein distance
Present
automated machine learning
, 
autoML
, 
autogluon
, 
h2o
Present
data-centric AI
, 
data-centric ML
, 
data quality
, 
data cleaning
, 
data preprocessing
Present
uncertainty estimation
Present

Publications

View all 30 publications

Co-Authors

View all 65 co-authors