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Graphical Models
Organization
The seminar is organized by the Signal Processing and Speech Communication Laboratory at the Institute for Communications and Wave Propagation of TU Graz. Students will work on a selected topic, create a self-study WWW document, and give an oral presentation in class during a 45 minute discussion session. Work in small groups of 2 or 3 students is strongly encouraged. The working language will be English.
Graphical Models
Time: Monday, 5pm
Location: Room IE 02082, Inffeldgasse 16, 2. floor
List of Topics
A list of topics and assignment of students to those topics can be found in this pdf file.Presentations and Self-Study Papers
Topics | Speaker | Date | Links |
Introduction to Graphical Models
Franz Pernkopf 11-04-05 Slides
Parameter and Structure Learning
Stefan Tertinek 02-05-05 Slides
Exact Inference
Marián Képesi 09-05-05 Slides
Generalized Belief Propagation
available
Loopy Belief Propagation
available
Variational Inference
available
Sampling (Gibbs, MCMC)
available
Bayesian Network Classifiers
Cornelia Falch and Markus Noisternig
23-05-05
Hidden Markov Models / Kalman Filters (Linear Gaussian Models)
Phan Van Tuan 30-05-05 Slides
Particle Filter
Dimiti Shutin 30-05-05 Slides
Graphical Models for Automatic Speech Recognition
Stefan Petrik 06-06-05 Slides
Factor Graphs
Thomas Blocher
Created by
marian
Last modified 2005-10-20 16:09
Last modified 2005-10-20 16:09