Section: 2. Exact and Approximate Inference | 67800 PROBABILISTIC METHODS IN ARTIFICAL INTELLIGENCE

Gal's Notes on Exact Inference File

Recitation 4 - MAP and Loopy BP File

Factor product in python URL

Gal's notes on sampling File

Gal's notes on Gibb's (didn't cover last page) File

Recitation 5 - Sampling-based Inference File

Recitation 6 - Amir's Notes on Mean Field File

Note that in Eq. 11-16 q_j(x_k) should be corrected to q_j(x_j). Also, please make sure you are familiar with Lagrange Multipliers.

Gal's notes on Metropolis Hastings File

Problem Set 3 - Inference Assignment

Problem Set 3 - Partial Solution File

Problem Set 4 - Inference (Programming Assignment)

PROBABILISTIC METHODS IN ARTIFICAL INTELLIGENCE
שיטות הסתברותיות בבינה מלאכותית 67800
תודוקנ 4 תועש 2

םוקימ	העש	םוי	'מס	'בק	גוס	הרומ
B220	13:45-12:00	ה	ב	(א)	שעור	אלידן
אולם לוין	15:45-14:00	א	ב	(א)	תרג	ריכרדסון

Syllabus

HUJI2017/18