Assignment cover

Please use for all assignments the following cover.pdf.


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


Nr.IssuedQuestion timeHand inLinkAdditional Material
113.10.201520.10.201503.11.2015Conditional Independence 
213.10.201520.10.201503.11.2015Bayesian Networks 
410.11.201517.11.201501.12.2015Inference in Factor Graphs 
510.11.201517.11.201501.12.2015Factor graphs:
610.11.201517.11.201501.12.2015Markov Networks 
724.11.201515.12.201526.01.2016Junction Trees 
824.11.201515.12.201519.01.2016Parameter Learning: Beta distribution 
924.11.201515.12.201519.01.2016Beta Distribution 
1024.11.201515.12.201519.01.2016Parameter Learning: Naive Bayes
1112.01.201619.01.201626.01.2016K-means: Image
1212.01.201619.01.201626.01.2016EM Algorithm for Gaussian Mixture
1312.01.201619.01.201626.01.2016EM Algorithm for Mixture of

Slides from Practicals

113.10.2015 Organisation & Probabilistic Inference Slides (PDF)
210.11.2015 Factor Graphs & Markov Networks Slides (PDF)
324.11.2015 Junction Trees & Parameter Learning in Bayesian Networks
Updated: Slide 8 corrected Gamma(n+1)
(2) Slide 25&26: A10 full text (3) changed slide 24
Slides (PDF)
412.01.2016 K-means & EM Algorithm Slides (PDF)

Please post your questions concerning the exercises and projects to the MLA Newsgroup.

Final results

Inspection date (A7-13) will be 16th January 2016, 2pm

Final results