Inhalt des Dokuments
Prof. Dr. Klaus-Robert Müller
- © FhG FIRST
Room 4.038
Tel.: 030 - 314 78620
E-mail: klaus-robert.mueller@tu-berlin.de
Sekretariat MAR 4-1
Marchstr. 23
10587 Berlin
Resumé
Klaus-Robert Müller (CV) received the Diploma degree in mathematical physics in 1989 and the Ph.D. in theoretical computer science in 1992, both from University of Karlsruhe, Germany. From 1992 to 1994 he worked as a Postdoctoral fellow at GMD FIRST, in Berlin where he started to built up the intelligent data analysis (IDA) group. From 1994 to 1995 he was a European Community STP Research Fellow at University of Tokyo in Prof. Amari's Lab. From 1995 until 2008 he was head of department of the IDA group at GMD FIRST (since 2001 Fraunhofer FIRST) in Berlin and since 1999 he holds a joint associate Professor position of GMD and University of Potsdam. In 2003 he became a full professor at University of Potsdam, in 2006 he became chair of the machine learning department at TU Berlin. He has been lecturing at Humboldt University, Technical University Berlin and University of Potsdam. In 1999 he received the annual national prize for pattern recognition (Olympus Prize) awarded by the German pattern recognition society DAGM and in 2006 the SEL Alcatel communication award. He serves in the editorial boards of Computational Statistics, IEEE Transactions on Biomedical Engineering, Journal of Machine Learning Research and in program and organization committees of various international conferences.(services) His research areas include statistical learning theory for neural networks, support vector machines and ensemble learning techniques. He contributed to the field of signal processing working on time-series analysis, statistical denoising methods and blind source separation. His present application interests are expanded to the analysis of biomedical data, most recently to brain computer interfacing and genomic data analysis.
Publications
All publications of Klaus-Robert Müller, as well as the research group.
Awards and Honors (selection)
- SEL Alcatel Research Award 2006
- Olympus Award for Pattern Recognition 1999(DAGM)
- GMD best project award 1998(for KALIF)
- GMD best project award 1996 (for BLISS)
Service to the Community (selection)
To download a complete overview as a pdf file, click here.
- Organized Workshops
- 4th Workshop on Ensemble Methods, PASCAL workshop, Berlin, 2008.
co-organised with Axel Benner, Torsten Hothorn, Nicole Krämer and Gunnar Rätsch. - Methods of Data Analysis in Computational Neuroscience and Brain Computer Interfaces, PASCAL workshop, Berlin, 2007.
co-organised with Guido Nolte, Benjamin Blankertz, and Andreas Ziehe. - PASCAL thematic programme: Computational Neuroscience and Brain Computer Interfacing, 2006-2007.
- Japan-Germany Symposium on Computational Neuroscience, Riken Brain Institute, Japan, 2006.(press release)
co-organised with Andreas Herz, Stefan Rotter, Ulrich Büttner, Michael Hermann, Klaus Pawelzik, Shun-ichi Amari,Tomoki Fukai, Shiro Usui, Mitsuo Kawato,Kenji Doya, Kazuyuki Aihara, and Minoru Tsukada - Current Trends in Brain-Computer Interfacing, NIPS workshop 2006.
co-organised with Benjamin Blankertz, Matthias Krauledat, Jose del R. Millan, and Roderick Murray-Smith. - German Neuroscience Society Meeting Göttingen, 2005.
co-organised with with Birbaumer, Pfurtscheller and Wolpaw. - New Inference Concepts for Analysing Complex Data, Oberwolfach Workshop 2004
co-organised with Jianqing Fan and Vladimir Spokoiny - Towards Brain-Computer Interfacing, NIPS 2004 workshop
co-organised with Guido Dornhege, Thilo Hinterberger, Dennis McFarland, and Jose del R. Millan, - European Summer School on ICA 2003
co-organised with Stefan Harmeling and Andreas Ziehe - Directions in Brain-Computer Interface (BCI) Research. NIPS Workshop 2001
co-organised with Lucas Parra and Paul Sajda - Tricks of the trade: How to really make algorithms work NIPS Workshop 1996
co-organised with Jenny Orr and Rich Caruana
Workshop Proceedings: Genevieve Orr and Klaus-Robert Müller. Neural Networks: Tricks of the Trade, Lecture Notes in Computer Science 1524, Springer Heidelberg, 1998.
- 4th Workshop on Ensemble Methods, PASCAL workshop, Berlin, 2008.
- Program committee
- NIPS workshops: Computational Biology 2006, 2007, 2008, Open Source Software for Machine Learning 2006, 2008, Causality 2008
- International Symposium on Independent Component Analysis and Blind Signal Separation (ICA): 2000, 2001, 2003, 2006, 2007, 2009
- IEEE International Workshop on Neural Networks for Signal Processing (NNSP): , 2003, 2004
- International Conference on Human-Computer-Interaction (HCI): 2005
- International Conference on Machine Learning (ICML): 2004, 2006
- Organising Committee
- Symposium on Adaptive Systems for Signal Processing, Communication and Control (AS-SPCC 2000)
- BCI competition I-IV: 2001, 2003, 2004, 2008
- Chair
- Editorial Board
