Bayesian Networks https://www.uni-augsburg.de/de/fakultaet/fai/informatik/prof/mmc/teaching/courses/bayesian_networks/
Probabilistic Graphical Models: Principles and Techniques. The MIT Press, 2009.
Probabilistic Graphical Models: Principles and Techniques. The MIT Press, 2009.
exploration and application of formal methods from artificial intelligence as well as models
A particular emphasis is on low-rank models and multilinear optimization.
information to retrieve images and study the representation of images by topic models
Alberto works on stochastic models of opinion dynamics. Welcome Alberto!
Evaluation of Discriminative Models for the Reconstruction of Hand-Torn Documents
Reconstruction of quasi-local numerical effective models from low-resolution measurements
Bildern 2D Human Pose Estimation Human Pose Estimation with parametric 3D mesh models
Gesamtziele an: Darstellung, Anpassung und Integration der vorhandenen Kalküle zur Systemmodellierung
remaining challenges in representing the major management strategies in global impact models