Curriculum Vitae
EMPLOYMENT & EDUCATION HISTORY
Since 2023 |
Honorary Professor
Faculty for Chemistry and Pharmacy, Ludwig-Maximilians-Universität München |
Since 2023 |
Max Planck Director
|
2017 - 2023 |
Full Professor of Data Mining
|
2014 - 2017 |
Associate Professor of Data Mining
|
2011 - 2014 |
Associate Professor (W2) of Data Mining in the Life Sciences
|
2008 - 2014 |
W2 Research Group Leader (tenured since 2010)
|
2007 - 2008 |
Postdoctoral Research Associate
|
2005 - 2007 |
PhD Student & Research Assistant
|
2004 |
Academic Visitor (for writing master thesis in Computer Science)
|
2002 - 2003 |
Student of Biology (M.Sc. in 2003)
|
1999 - 2004 |
Student of Computer Science (Diplom in 2004)
|
AWARDS & HONORS
2022 | Swiss Institute of Bioinformatics (SIB) Remarkable Output award (“Must-read paper of 2021”) as joint last author of Weis et al., Nature Medicine 28 : 164–174 (2022) |
2022 | Scientific Coordinator of Swiss National Data Stream on infection-related intensive care unit research (jointly with Prof. Adrian Egli (UZH), 5 million CHF funding, 21 partner labs, 3 years) |
2021 |
Swiss Institute of Bioinformatics (SIB) Remarkable Output award (“Must-read paper of 2020”) as joint last author of Höllerer et al., Nature Communications 11 , Article number: 3551 (2020) |
2021 |
Swiss Institute of Bioinformatics (SIB) Graduate Paper Award as supervisor and co-author of PhD student & co-awardee Thomas Gumbsch for Hyland et al, Nature Medicine, volume 26, pages 364–373 (2020) |
2019 |
ELLIS Fellow and ELLIS Faculty Member |
2018 |
Scientific Coordinator of a Marie Curie Innovative Training Network on Machine Learning Frontiers in Precision Medicine (2019-2022, 8 countries, 14 labs, 14 PhD students, mlfpm.eu) |
2018 |
One of " 25 individuals who have the potential to shape the next 25 years " according to Focus Magazine (Edition of January 13, 2018) |
2018 |
Scientific Coordinator of the SPHN-PHRT Driver Project "Personalized Swiss Sepsis Study" (jointly with Dr. Adrian Egli (USB), 5.3 million CHF funding, 22 partner labs, 4 years) |
2018 |
President of the Community of Special Interest for Machine Learning in Computational and Systems Biology in the International Society for Computational Biology, 2017-2020 |
2017 |
Golden Owl Award for Best Teaching in the Department Biosystems, ETH Zürich |
2016 |
One of the " Top 40 under 40 in Science and Society " in Germany according to Business Journal Capital |
2015 |
Starting Grant Awardee (ERC backup scheme of the Swiss National Science Foundation, 1.42 million CHF, 5 years, started May 1st, 2015) |
2015 |
Elected Chairman of the Steering Committee of the Annual Meeting for Machine Learning in Systems Biology (MLSB), 2015-2018 |
2015 |
One of the " Top 40 under 40 in State & Society " from Germany (including 12 scientists) according to Business Journal Capital |
2014 |
One of the " Top 40 under 40 in Science " from Germany according to Business Journal Capital |
2013 |
Alfried-Krupp-Förderpreis für junge Hochschullehrer (Annual Krupp award of 1 million EUR for one professor in Germany of age less than 38) |
2012 |
Scientific Coordinator of a Marie Curie Initial Training Network on Machine Learning in Personalized Medicine (2013-2016, 8 countries, 12 labs, 14 PhD students, mlpm.eu) |
2009 |
NIPS Outstanding Student Paper Award as supervisor and co-author of PhD student & awardee Nino Shervashidze (out of 1105 submissions) |
2007 |
Heinz-Schwärtzel-Dissertation-Award for Foundations of Computer Science (Best PhD thesis award in Computer Science at TUM, LMU and UniBw München) |
2007 |
Scholar of the German Academic Merit Foundation (Studienstiftung des deutschen Volkes) as PhD student |
2002 |
Scholar of the German Academic Merit Foundation (Studienstiftung des deutschen Volkes) as undergraduate student |
1999 |
Scholar of the Bavarian Foundation for the Gifted (BayBFG) (250 students out of 30,000 students per year in Bavaria) |
1999 |
Scholar of the Stiftung Maximilianeum in Munich (5-10 students out of 30,000 students per year in Bavaria) |
ACADEMIC DEGREES
2007 |
Ph.D. in Computer Science (obtained on July 5, 2007)
,
summa cum laude
|
2004 |
Diplom (M.Sc. equivalent) in Computer Science
|
2003 |
M.Sc. in Biology
|
THIRD-PARTY FUNDING AND INDUSTRIAL EXPERIENCE
2021 |
Co-applicant in SNSF Project “Derivation of pediatric sepsis phenotypes using machine learning applied to clinical, functional and genomic data from the swiss pediatric sepsis study” (own budget: 330.000 CHF, 4 years) |
2020 |
Participant in National Centre of Competence in Research “AntiResist” (own budget: 200.000 CHF, 4 years) |
2019 |
Scientific Coordinator of a Marie Curie Initial Training Network (in total: 14 PhD students at 14 labs in 8 countries, network budget: 3.64 million EUR, own budget: 0.3 million EUR, 4 years) |
2018 |
Scientific Coordinator of the SPHN-PHRT Driver Project "Personalized Swiss Sepsis Study" (jointly with Dr. Adrian Egli (USB), 22 partner labs, total budget: 5.3 million CHF funding, own budget: 1.08 million CHF, 4 years) |
2015 |
Partner node in Horizon2020 research network on MRI classification (own budget: 520.000 CHF, 4 years) |
2014 |
Starting Grant for Significant Pattern Mining (ERC backup scheme of the Swiss National Science Foundation, 1.42 million CHF, 5 years) |
2013 |
Alfried Krupp Award for Young Professors (1 million EUR, 5 years) |
2013 |
Scientific Coordinator of a Marie Curie Initial Training Network (in total: 14 PhD students at 12 labs in 8 countries, network budget: 3.75 million EUR, own budget: 0.75 million EUR, 4 years) |
2012 |
Co-founder & scientific mentor of the Tübingen-based bioinformatics service company Computomics (computomics.com); supported by the High-Tech Venture Capital Funds of the German Federal Government since 2015. |
2010 |
Research grant from DFG for Kernels on Large, Labeled Graphs (German Research Council, 3 years approx. 240.000 EUR) |
MAJOR PROFESSIONAL SERVICES
Departmental Roles at ETH Zurich
- Deputy department chair (since 2021)
- Responsible professor for departmental IT services (since 2019)
- Chairman of the departmental doctoral committee (since 2016)
Scientific Coordinator
- Marie Curie Initial Training Network on Machine Learning Frontier in Precision Medicine (2019-2022, 14 labs with 14 PhD students)
- SPHN-PHRT Driver Project Personalized Swiss Sepsis Study (2018-2022, jointly with Prof. Adrian Egli (USB), 22 partner labs)
- President of the Community of Special Interest for Machine Learning in Computational and Systems Biology in the International Society for Computational Biology, 2017-2020
- Elected Chairman of the Steering Committee of the Annual Meeting for Machine Learning in Systems Biology (MLSB, 2015-2020)
- Scientific Coordinator of the Marie Curie Initial Training Network on Machine Learning for Personalized Medicine (2013-2016, 12 labs with 14 PhD students)
Board Member or Expert Reviewer
- Scientific Advisory Board Member of Tübingen's Quantitative Biology Center QBIC (2015-)
- Steering Board Member of the Swiss Data Science Center (2015-)
- Steering Board Member of the ETH Nexus Personalized Medicine Platform (2014-2020)
- Expert Reviewer for the Swiss National Ethics Committee on "Machine Learning for the Analysis of Biobanks" (2014)
Editor
- OUP Bioinformatics (Associate Editor, since 2021)
- Journal of Machine Learning Research (Action Editor, since 2013)
- Springer’s Machine Learning Journal (Editorial Board Member 2011-2018)
- IEEE Transactions on Pattern Analysis and Machine Intelligence (Associate Editor 2012-2016)
Programme Chair
- Machine Learning Frontiers in Precision Medicine Summer School 2021 (online, free to the public)
- MLFPM Winter Symposium 2021 (online, free to the public)
- Machine Learning Frontiers in Precision Medicine Summer School 2020 (online, free to the public)
- Machine Learning Frontiers in Precision Medicine Summer School 2019 (Basel/Muttenz, 100 participants)
- ECML/PKDD Journal Track Co-Chair 2019
- Machine Learning for Personalized Medicine Conference 2016 (Barcelona, 70 participants)
- Machine Learning for Personalized Medicine Summer School 2013 (Tübingen, 65 participants)
- Machine Learning for Systems Biology Meeting 2012 (Basel, 150 participants)
- Machine Learning Summer School 2011 (Purdue, co-organizer, 200 participants)
- NIPS Workshop: Personalized Medicine Workshop 2011 (Granada, Workshop with 50 participants)
- Mining and Learning on Graphs Meeting 2009 (Leuven, 100 participants)
- NIPS Workshop: Transfer Learning on Structured Data 2009 (Vancouver, 50 participants)
- NIPS Workshop: Structured Input Structured Output 2008 (Vancouver, 50 participants)
Furthermore, frequently area chair at the leading machine learning conferences (ICML, NeurIPS, AISTATS, KDD, ECML, ICML, IJCAI), reviewer for numerous leading journals, conferences, funding agencies and faculty recruiting committees in Machine Learning, Data Mining, Applied Mathematics, Bioinformatics and Genetics.