Course: 67800 PROBABILISTIC METHODS IN ARTIFICAL INTELLIGENCE

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PROBABILISTIC METHODS IN ARTIFICAL INTELLIGENCE

םייתורבתסה םיפרג םילדומל אובמ 67800

תודוקנ 4 תועש 2.0

םוקימ	העש	םוי	הצובק	גוס	הרומ
26 'פש	13:45-12:00	א		רועש	ןדילא
ןוזרבולג
216 'פש	16:45-15:00	א		גרת	ישמ

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Gal Elidan
Mount Scopus or on demand
Wednesday 12:30-13:30 or on demand
Amir Globerson
Ross 210
By appointment
Ofer Meshi
Ross 59
By appointment

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1	Resources Course info PDF document Basic probability in Hebrew PDF document Introduction to Graphical Models by K. Murphy PDF document Belief Propagation tutorial PDF document Lecture notes on approximate inference PDF document Lecture notes on HMM PDF document Class notes by Alexander Vainer - not verified by course teachers! 1/4 Resource 2/4 Resource 3/4 Resource 4/4 Resource

2	Homework Exercise 0 PDF document Exercise 1 PDF document Exercise 1 - selected solutions PDF document Exercise 2 PDF document Exercise 2 - selected solutions PDF document Exercise 3 PDF document Exercise 3 - selected solutions PDF document Programming 1 PDF document Material zip archive Fixed penguinTheta.m text file Fixed houseTheta.m text file You might find this helpful: addLog.m text file Exercise 4 PDF document Exercise 4 - selected solutions PDF document Exercise 5 PDF document Exercise 5 - selected solutions PDF document Programming 2 PDF document Material zip archive Exercise 6 (with solution) PDF document

3	Class notes Recitation 25/10/09 Word document Recitation 1/11/09 Word document Recitation 8/11/09 Word document Recitation 15/11/09 Word document Recitation 22/11/09 Word document Recitation 29/11/09 Word document Recitation 20/12/09 follows chapters 17.3 and 17.4 of the book Class 27/12/09 PDF document Recitation 27/12/09 Word document Class 3/1/10 PDF document Recitation 3/1/10 Word document Recitation 17/1/10 PDF document

4	Book chapters Covered book chapters - representation Resource Covered book chapters - inference Resource Covered book chapters - learning Resource

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31 Jan, 16:11
Ofer Meshi
Programming ex 2 more...

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