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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

Sven Wiethölter and Andreas Ruttor and Uwe Bergemann and Manfred Opper and Adam Wolisz (2013). DARA: Estimating the Behavior of Data Rate Adaptation Algorithms in WLAN Hotspots.


Sven Wiethölder and Andreas Ruttor and Uwe Bergemann and Manfred Opper and Adam Wolisz (2013). DARA: Estimating the Behavior of Data Rate Adaptation Algorithms in WLAN Hotspots.


Florian Stimberg and Andreas Ruttor and Manfred Opper (2010). MCMC for continuous time switching models. NIPS Workshop on Monte Carlo Methods for Modern Applications (December 10, 2010, Whistler, Canada)


Florian Stimberg and Andreas Ruttor and Manfred Opper (2011). Bayesian Inference for Models of Transcriptional Regulation Using Markov Chain Monte Carlo Sampling. Proceedings of the 8th International Workshop on Computational Systems Biology (WCSB). Tampere University of Technology, Tampere, Finland, 169–172.


Florian Stimberg and Manfred Opper and Guido Sanguinetti and Andreas Ruttor (2011). Inference in continuous-time change-point models. Advances in Neural Information Processing Systems 24, 2717–2725.


Florian Stimberg and Manfred Opper and Andreas Ruttor (2012). Bayesian Inference for Change Points in Dynamical Systems with Reusable States—a Chinese Restaurant Process Approach. Proceedings of the International Conference on Artificial Intelligence and Statistics


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



Andreas Ruttor and Philipp Batz and Manfred Opper (2013). Approximate Gaussian process inference for the drift of stochastic differential equations. Advances in Neural Information Processing Systems, 2040-2048.


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.


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


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


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Postal Address

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