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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