CV - Karsten Borgwardt

Karsten Borgwardt moved to the external page Max ​Planck Institute for Biochemistry in February 2023.

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Enlarged view: Picture of Prof. Dr. Karsten Borgwardt
Karsten M. Borgwardt

I was born in Kaiserslautern, Germany in December 1980. From 1999 to 2004, I studied Computer Science at the Ludwig-Maximilians-Universität in Munich. In 2003, I completed a Master Course in Biology at the University of Oxford. My Bioinformatics project on gene finding during this time was supervised by Dr Irmtraud Meyer (now professor at UBC Vancouver). I was a scholar of the Stiftung Maximilianeum, the German Academic Merit Foundation, and the Bavarian Scholarship for the Gifted during these years. I wrote my master thesis in Computer Science at the NICTA Statistical Machine Learning Group in Canberra, supervised by Prof. Alex Smola (now Professor at Carnegie Mellon University) and Prof. SVN (Vishy) Vishwanathan (now Professor at Purdue University).

From January 2005 to August 2007, I was a research and teaching assistant in Prof. Hans-Peter Kriegel's Database and Data Mining Group at the Ludwig-Maximilians-University in Munich. In May 2007, I completed my PhD thesis on ''Graph Kernels''. My thesis later on won the Heinz-Schwärtzel-Dissertation Award (best PhD thesis award) by the three computer science departments in Munich (LMU, TU, UniBw). From September 2007 to August 2008 I was a postdoctoral research associate in the Machine Learning Group at the University of Cambridge, UK, headed by Prof. Zoubin Ghahramani.

In September 2008, I moved to Tübingen to head the newly established joint research group for Machine Learning & Computational Biology of the Max-Planck-Institute for Biological Cybernetics (Prof. Bernhard Schölkopf) and the Max-Planck-Institute for Developmental Biology (Prof. Detlef Weigel) as a W2 Research Group Leader. In 2010, my position and group were tenured. In 2011, my group joined the newly established Max Planck Institute for Intelligent Systems. In September 2011, I joined the Universität Tübingen as Professor of Data Mining in the Life Sciences in the Computer Science Department. In 2012, I spent my first sabbatical at Prof. Mark Daly's lab at Massachusetts General Hospital and the Broad Institute. Since January 2013, I am the Scientific Coordinator of the European Marie Curie Initial Training Network on "Machine Learning for Personalized Medicine" (mlpm.eu) with 12 partner labs in 8 countries, and 3.75 million EUR funding by the European Union. In November 2013, I received the Krupp Award for Young Professors, including a prize money of 1 million EUR.

I moved to ETH Zürich as Associate Professor of Data Mining and joined its Biosystems Department in June 2014. In November 2014, I received a Starting Grant from the ERC backup scheme of the Swiss National Science Fonds. Business Journal Capital listed me as one of the "Top 40 under 40" in Science from Germany in 2014, 2015 and 2016.

In March 2017, I was promoted to the rank of Full Professor at ETH Zürich. In November 2017, I received the "Golden Owl" Award for Best Teaching in the Department.

In January 2018, Focus Magazine listed me as one of "25 Germans who will shape the next 25 years". From February 2018 onwards, I am coordinating the "Personalised Swiss Sepsis Study", a research network for biomarker discovery in Sepsis in Switzerland (with Dr. Adrian Egli, 22 labs, total funding 5.3 million CHF). From January 2019, I will also coordinate a new Marie Curie Initial Training Network on Machine Learning in Medicine (14 partners, 3.6 million EUR).

Enlarged view: Logo LMU Munich
2007

Ph.D. in Computer Science  

Data Mining & Database Unit, Chairholder: Prof. Hans-Peter Kriegel, Ludwig-Maximilians-Universität München

Enlarged view: Logo LMU Munich
2004

Diplom (M.Sc. equivalent) in Computer Science  

Department of Mathematics, Computer Science & Statistics, Ludwig-Maximilians-Universität München

Enlarged view: Logo of University of Oxford
2003

M.Sc. in Biology  

Department of Zoology, University of Oxford

Enlarged view: Logo of ETH Zurich
Since 2017

Full Professor of Data Mining

Department Biosystems Science and Engineering (D-BSSE), ETH Zürich

Logo of ETH Zurich
2014-2017

Associate Professor of Data Mining

Department Biosystems Science and Engineering (D-BSSE), ETH Zürich

Logo University of Tübingen
2011-2014

Professor (~Associate Professor) of Data Mining in the Life Sciences

Department of Computer Science, Eberhard Karls Universität Tübingen

2008-2014
2008-2014

W2 Research Group Leader (~Assistant Professor, tenured since 2010)

Machine Learning and Computational Biology Research Group, Max Planck Institutes Tübingen

2007-2008
2007-2008

Postdoctoral Research Associate

Machine Learning Group,  Chairholder: Prof. Zoubin Ghahramani, University of Cambridge

LMU Munich logo
2005-2007

PhD Student & Research Assistant

Data Mining & Database Unit, Chairholder: Prof. Hans-Peter Kriegel, Ludwig-Maximilians-Universität München

NICTA
2004

Academic Visitor (for writing master thesis in Computer Science)

Machine Learning Group,  Prof. Alex Smola, Prof. SVN Vishwanathan, NICTA Canberra, Australia

Logo of the University of Oxford
2002-2003

Student of Biology (M.Sc. in 2003)

Department of Zoology, University of Oxford

LMU logo
1999-2004

Student of Computer Science (Diplom in 2004)

Department of Mathematics, Computer Science & Statistics, Ludwig-Maximilians-Universität München (on leave for studying in Oxford during academic year 2002/03)

Scientific Coordinator

  • Scientific Coordinator of a Marie Curie Initial Training Network on Machine Learning Frontiers in Precision Medicine (14 labs with 14 PhD students), 2019-2022
  • Scientific Coordinator of the SPHN-PHRT Driver Project Personalized Swiss Sepsis Study (jointly with Dr. Adrian Egli (USB), 22 labs), 2018-2020
  • President of the Community of Special Interest for Machine Learning in Computational and Systems Biology in the International Society for Computational Biology, 2016-now
  • Scientific Coordinator of a Marie Curie Initial Training Network on external page Machine Learning for Personalized Medicine (12 labs with 14 PhD students), 2013-2016
  • Chairman of the Steering Committee of the Annual Meeting for external page Machine Learning in Systems Biology (MLSB), 2015-201

Board Member or Expert Reviewer

  • Scientific Advisory Board Member of Tübingen's Quantitative Biology Center QBIC (with Sarah Teichman, Gene Myers and Christan von Mering, since 2015)
  • Steering Board Member of the Swiss Data Science Center (since 2015)
  • Steering Board Member of the ETH Nexus Personalized Medicine Platform (2014-2019)
  • Steering Board Member of the Genomics Facility Basel (2014-2018)
  • Expert Reviewer for the Swiss National Ethics Committee on "Machine Learning for the Analysis of Biobanks" (2014)

Editorial Board Member

  • Journal of Machine Learning Research (Action Editor, 2013-2021)
  • IEEE Transactions on Pattern Analysis and Machine Intelligence (Associate Editor, 2012-2016)
  • Springer’s Machine Learning Journal (Editorial Board Member 2011-2018; Action Editor 2015-2018)
  • OUP Bioinformatics (Associate Editor, since 2021)

Programme Chair

  • ECML/PKDD Journal Track Co-Chair 2019
  • Machine Learning for Personalized Medicine Conference 2016 (Barcelona, May 19-20)
  • Machine Learning for Personalized Medicine Summer School 2013 (65 participants)
  • Machine Learning for Systems Biology 2012 (Workshop with 150 participants)
  • Machine Learning Summer School 2011, Purdue (co-organizer, 200 participants)
  • NIPS Workshop: Personalized Medicine Workshop 2011 (Workshop with 50 participants)
  • Mining and Learning on Graphs 2009 (Workshop with 100 participants)
  • NIPS Workshop: Transfer Learning on Structured Data 2009 (50 participants)
  • NIPS Workshop: Structured Input Structured Output 2008 (Workshop with 50 participants)

Area Chair

  • ICML 2013, NIPS 2013, NIPS 2014, AISTATS 2015, KDD 2016, ECML 2016, ICML 2017, NIPS 2017, ICML 2018

Plus reviewer for numerous leading journals and conferences in Bioinformatics, Machine Learning, Data Mining, Applied Mathematics and Genetics

Please see here for a complete list of publications.

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