Fabian Becker, M.Sc.
Background
- Since April 2012: Research Assistant at the Cognitive Systems department, University of Tübingen
- 10/2009-03/2012: Master of Computer Science, Technische Hochschule Mittelhessen (Gießen, Germany)
- 10/2007-09/2009: Bachelor of Computer Science, Fachhochschule Gießen-Friedberg (Gießen, Germany)
Research Interests
- Evolutionary Algorithms
- Machine Learning Methods
Current Projects
- Evolutionary Optimization with EvA2
- Pool-based Evolutionary Algorithms with Graph Databases
Teaching
- Praktikum Software Engineering (Betreuer) (SS 12)
- Seminar Evolutionäre Algorithmen (WS 12/13)
- Praktikum Software Engineering (Betreuer) (SS 13)
- Seminar Evolutionäre Algorithmen (WS 13/14)
- Lecture Evolutionäre Algorithmen (Teaching Assistant) (SS 14)
- Seminar Evolutionäre Algorithmen (WS 14/15)
Publications
| [1] | Sebastian Otte, Martin V. Butz, Danil Koryakin, Fabian Becker, Marcus Liwicki, and Andreas Zell. Optimizing recurrent reservoirs with neuro-evolution. Neurocomputing, 192:128--138, June 2016. [ DOI | link ] |
| [2] | Sebastian Otte, Fabian Becker, Martin V. Butz, Marcus Liwicki, and Andreas Zell. Learning Recurrent Dynamics using Differential Evolution. In European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), pages 65--70, Bruges, Belgium, April 2015. |
Address, Phone, Fax, Email
- Eberhard-Karls-Universität Tübingen
- Wilhelm-Schickard-Institut für Informatik
- Lehrstuhl Kognitive Systeme
- Room A318
- Sand 1
- D - 72076 Tübingen
- Germany
- Tel: (+49/0) 7071 / 29 78979
- Fax: (+49/0) 7071 / 29 5091
- Email: mail at fabianbecker.eu
- Wilhelm-Schickard-Institut für Informatik