Assignment cover

Please use for all assignments the following cover.pdf.

Tasks

On this site you will find the exercise problems and project tasks.

Exercises



Nr.IssuedQuestion timePresentationLinkAdditional Material
111.10.201118.10.201125.10.2011Conditional Independence I 
211.10.201118.10.201125.10.2011Conditional Independence II 
311.10.201118.10.201125.10.2011Bayesian Networks 
411.10.201118.10.201125.10.2011d-separation  
58.11.201115.11.201129.11.2011Inference in Factor Graphs 
68.11.201115.11.201129.11.2011Factor graphs: HMM model MLA_WS1112_HW6.zip
78.11.201115.11.201129.11.2011Message passing in Gaussian Bayesian networks 
88.11.201115.11.201129.11.2011Factor graphs: Robot Localization MLA_WS1112_HW8.zip
98.11.201115.11.201129.11.2011Beta distribution 
106.12.201113.12.201110.1.2012EM Algorithm Applet 
116.12.201113.12.201110.1.2012EM Algorithm for Mixtures of Lines 
126.12.201113.12.201110.1.2012Clustering: Face recognition MLA_WS1112_HW12.zip
136.12.201113.12.201110.1.2012Clustering: Image compression MLA_WS1112_HW13.zip
146.12.201113.12.201110.1.2012Mixture distributions 
1524.1.201231.1.20127.2.2012Parameter Learning for Naive Bayes Classifiers MLA_WS1112_HW15.zip


Slides from Practicals

PracticalDateTopicSlides
111.10.2011 Organisation & Probabilistic Inference Slides (PDF)
28.11.2011 Factor graphs Slides (PDF)
36.12.2011 EM Algorithm and Clustering Slides (PDF)
414.1.2012 Parameter Learning for Naive Bayes Classifiers Slides (PDF)


Please post your questions concerning the exercises and projects to the MLA Newsgroup, or send them directly to Stefan Häusler.