Martin Becker

Full Professor, Phillips-Universität Marburg
Joined
July 2019

Names

Martin Becker

Emails

****@informatik.uni-wuerzburg.de (Confirmed)
, 
****@stanford.edu (Confirmed)
, 
****@uni-rostock.de (Confirmed)
, 
****@uni-marburg.de (Confirmed)

Personal Links

Career & Education History

Full Professor
Phillips-Universität Marburg (uni-marburg.de)
2025 – Present
Assistant Professor
Universität Rostock (uni-rostock.de)
2022 – 2025
Postdoc
Stanford University (stanford.edu)
2018 – 2022
PhD student
Bayerische Julius-Maximilians-Universität Würzburg (uni-wuerzburg.de)
2011 – 2018

Advisors, Relations & Conflicts

Coauthor
Florian Lemmerich
2011 – 2023
Postdoc Advisor
Nima Aghaeepour
2018 – 2022
PhD Advisor
Andreas Hotho
2011 – 2018
PhD Advisee
Markus Strohmaier
2011 – 2018
PhD Advisee
Denis Helic
2011 – 2018

Expertise

single-cell foundation models
2025 – Present
graph neural networks
2022 – Present
geometric deep learing
2022 – Present
informed machine learning
2021 – Present
knowledge-centric ai
2021 – Present
multi-modal multi-task machine learning
2020 – Present
biomedicine
2018 – Present
multiomics
2018 – Present
single cell data
2018 – Present
knowledge integration
2015 – Present
bayesian modeling
2014 – Present
subgroup discovery
2010 – Present

Publications

View all 52 publications

Co-Authors

View all 226 co-authors