AsjaFischerAkademischer Rat (Assistant Professor)

Computer Science Institute
University of Bonn

Profiles: LinkedIn, Google Scholar, DBLP

Room A108
Römerstr. 164, 53117 Bonn
University of Bonn, Computer Science
asja.fischer@gmail.com

Short CV


Dr. Asja Fischer is a Assistant Professor at the Computer Science Department III of the University of Bonn.

Research Interests


  • Machine Learning
  • Deep Learning
  • Probabilistic Models
  • Sampling Techniques
  • Big Data

Publications


  1. Bidirectional Helmholtz Machines by Jorg Bornschein, Samira Shabanian, Asja Fischer, Yoshua Bengio in The 33rd International Conference on Machine Learning, 2016.
  2. How to Center Deep Boltzmann Machines by Jan Melchior, Asja Fischer, Laurenz Wiskott in Journal of Machine Learning Research, 2016.
  3. Björn Weghenkel, Asja Fischer, Laurenz Wiskott Graph-based Predictable Feature Analysis. 2016.
  4. Asja Fischer Training restricted boltzmann machinesSpringer Berlin 2015.
  5. Oswin Krause,Asja Fischer,Christian Igel Population Monte Carlo Meets Contrastive Divergence LearningWorkshop New Challenges in Neural Computation 2015.