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 timeHand inLinkAdditional Material
113.10.201520.10.201503.11.2015Conditional Independence 
213.10.201520.10.201503.11.2015Bayesian Networks 
313.10.201520.10.201503.11.2015d-separation 
410.11.201517.11.201501.12.2015Inference in Factor Graphs 
510.11.201517.11.201501.12.2015Factor graphs: HMMMLA_WS1516_HW5.zip
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 ClassifierMLA_WS1516_HW10.zip
1112.01.201619.01.201626.01.2016K-means: Image compressionMLA_WS1516_HW11.zip
1212.01.201619.01.201626.01.2016EM Algorithm for Gaussian Mixture ModelMLA_WS1516_HW12.zip
1312.01.201619.01.201626.01.2016EM Algorithm for Mixture of LinesMLA_WS1516_HW13.zip


Slides from Practicals

PracticalDateTopicSlides
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)
updated
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