Workshop program
The duration of the talks itself is limited to 15 min and 10 min for discussions.
Please address open problems, questions, challenges, directions
of future research, failures of the approach and similar.
| 9:00 |
Opening |
| 9:00-10:15 |
Time and dynamics in neural networks
- Hao Wu:
Sparse Spectrum Hidden Markov Models of Metastable Systems
- Martin Meier, Robert Haschke and Helge J. Ritter:
The impact of frequency distributions in a perceptual grouping oscillator network
- Tim U. Krause, Phil Y. Schrör, and Rolf P. Würtz:
Spiking network simulations
|
| 10:15-10:40 |
Coffee break |
| 10:40-11:30 |
Feature detection
- Arash Kermani Kolankeh, Michael Teichmann and Fred Hamker:
Role of competition in robustness under loss of
information in feature detectors
- Jens Hocke, Thomas Martinetz:
Learning Transformation Invariance for Object Recognition
|
| 11:30-12:30 |
Keynote talk
Prof. Dr. Peter Tino
(University of Birmingham, UK):
Learning in the Model Space for Temporal Data
|
| 12:30-14:00 |
Lunch break |
| 14:00-15:00 |
Keynote talk
Prof. Dr. Michael Biehl
(RU Groningen, NL):
Prototype-based classifiers and their application in the life sciences
|
| 15:00-15:50 |
Machine learning challenges
-
Joao Alves, Sascha Lange, Michael Lenz, and Martin Riedmiller:
Case Study: Behavioral Prediction of Future
Revenues in Freemium Games
-
Sven Hellbach, Frank Bahrmann, Sabrina Keil, Hans-Joachim Boehme:
Learning is hard work: Detecting dynamic
obstacles in occupancy grid maps
|
| 15:50-16:30 |
Coffee break and Meeting of the GI Fachgruppe Neural Networks |
| 16:30-17:35 |
Machine learning and external knowledge
-
Patrick Blöbaum and Alexander Schulz:
Transfer Learning without given
Correspondences
-
Barbara Hammer, David Nebel, Martin Riedel, Thomas Villmann:
Enforcing interpretability in classification by
modelling constrained optimization problems
-
Frank-Michael Schleif, Xibin Zhu, Barbara Hammer:
Prior knowledge for Core Vector Data Description
|
| 17:35-17:45 |
Nomination of the best presentation award and closing |
Here is a link to the proceedings.
Venue
The workshop takes place in the Mathematics and Computer Science Department of University of Münster (8 story building), Einsteinstr.62, room 19 in the seminar centre;
here
is a description how to reach the department.
Registration to the workshop is available via
the
GCPR 2014.
