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Dr. Andreas Ruttor

Lupe
Lupe

Scientific Assistant
Office: MAR 4.019
Phone: +49 30 314-23938
E-Mail: andreas.ruttor <AT> tu-berlin.de


Consulting hour according to agreement.

Curriculum vitae

Andreas Ruttor
Born 1977

Academic Career
Period
Occupation
since 2007
Post-Doc Researcher at TU Berlin, Artificial Intelligence Group

2007
Ph. D. in Physics, Universität Würzburg
2003-2007
Research Assistant at Universität Würzburg, Statistical Physics Group

2003
Master in Physics, Universität Würzburg

Research Fields

  • Stochastic dynamical systems (exact and approximate inference, model selection)
  • Statistical learning theory (Gaussian processes, neural networks)
  • Statistical physics of complex systems
  • Applications: Systems biology, data analysis, cryptography

Publications

Andreas Ruttor (2003). Schlüsselaustausch mit neuronalen Netzen. Universität Würzburg


Andreas Ruttor and Wolfgang Kinzel and Lanir Shacham and Ido Kanter (2004). Neural cryptography with feedback. Phys. Rev. E, 046110.


Andreas Ruttor and Georg Reents and Wolfgang Kinzel (2004). Synchronization of random walks with reflecting boundaries. J. Phys. A: Math. Gen., 8609-8618.


Einat Klein and Rachel Mislovaty and Ido Kanter and Andreas Ruttor and Wolfgang Kinzel (2005). Synchronization of neural networks by mutual learning and its application to cryptography. Advances in Neural Information Processing Systems. MIT Press, 689-696.


Andreas Ruttor and Wolfgang Kinzel and Ido Kanter (2005). Neural cryptography with queries. J. Stat. Mech., P01009.


Andreas Ruttor and Wolfgang Kinzel and Rivka Naeh and Ido Kanter (2006). Genetic attack on neural cryptography. Phys. Rev. E, 036121.


Andreas Ruttor and Ido Kanter and Wolfgang Kinzel (2007). Dynamics of neural cryptography. Phys. Rev. E, 056104.


Andreas Ruttor (2007). Neural Synchronization and Cryptography. University of Wuerzburg


Andreas Ruttor and Guido Sanguinetti and Manfred Opper (2009). Approximate inference for stochastic reaction processes. Learning and Inference in Computational Systems Biology. The MIT Press, 189–205.


Andreas Ruttor and Manfred Opper (2009). Efficient Statistical Inference for Stochastic Reaction Processes. Phys. Rev. Lett., 230601.


Guido Sanguinetti and Andreas Ruttor and Manfred Opper and Cedric Archambeau (2009). Switching Regulatory Models of Cellular Stress Response. Bioinformatics, 1280-1286.


Guido Sanguinetti and Andreas Ruttor and Manfred Opper and Cédric Archambeau (2009). Switching Regulatory Models of Cellular Stress Response. Bioinformatics


Andreas Ruttor and Guido Sanguinetti and Manfred Opper (2010). Approximate inference for stochastic reaction processes. Learning and Inference in Computational Systems Biology. MIT Press, 189-205.


Andreas Ruttor and Manfred Opper (2010). Approximate parameter inference in a stochastic reaction-diffusion model. Proceedings of The Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS) 2010. JMLR, 669-676.


Manfred Opper and Andreas Ruttor and Guido Sanguinetti (2010). Approximate inference in continuous time Gaussian-Jump processes. Advances in Neural Information Processing Systems 23, 1831–1839.


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Postal Address

TU Berlin
Fakultät IV
Elektrotechnik und Informatik
sec. MAR 4-2
Marchstrasse 23
D-10587 Berlin