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
129.10.20135.11.201312.11.2013Conditional Independence 
229.10.20135.11.201312.11.2013Bayesian Networks 
329.10.20135.11.201312.11.2013d-separation 
419.11.201326.11.20133.12.2013Inference in Factor Graphs 
519.11.201326.11.20133.12.2013Factor graphs: HMMMLA_WS1314_HW5.zip
619.11.201326.11.20133.12.2013Markov Networks 
710.12.201317.12.201307.01.2014Junction Trees 
810.12.201317.12.201307.01.2014Parameter Learning: Beta distribution 
910.12.201317.12.201307.01.2014Beta Distribution 
1010.12.201317.12.201307.01.2014Parameter Learning: Naive Bayes ClassifierMLA_WS1314_HW10.zip
1114.01.201421.01.201428.01.2014K-means: Image compressionMLA_WS1314_HW11.zip
1214.01.201421.01.201428.01.2014EM Algorithm for Gaussian Mixture ModelMLA_WS1314_HW12.zip
1314.01.201421.01.201428.01.2014EM Algorithm for Mixture of LinesMLA_WS1314_HW13.zip


Slides from Practicals

PracticalDateTopicSlides
129.10.2013 Organisation & Probabilistic Inference Slides (PDF)
219.11.2013 Factor Graphs & Markov Networks Slides (PDF)
310.12.2013 Junction Trees & Parameter Learning in Bayesian Networks Slides (PDF)
414.01.2014 K-means & EM Algorithm Slides (PDF)


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