Probabilistic Graphical Models (Special Topics in AI) 40957 
  CE Department- Sharif University of Technology Spring - Group 1 

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Announcments

  1393-05-14 August 05, 2014 10:52 AM  
Presentations will be held in Room 202.

  1393-05-13 August 04, 2014 11:18 AM  
Students could come to Room 608 on Tuesday (93/5/14) For presenting the project implementation (16:15-18:15 o'clock), and questions 2 and 3 of the homework 5 (18:30-20:30 o'clock) respectively.

  1393-05-13 August 04, 2014 08:17 AM  
The presentation schedule has been uploaded in the Assignment page.

  1393-05-12 August 03, 2014 02:45 PM  
For presenting the questions 2 and 3 of the homework 5, students could come to Room 608 on Tuesday (93/5/14) after the project presentations.

  1393-05-11 August 02, 2014 11:14 AM  
Please send the code and the report of your final project until 24:00 of Monday 93/5/13.

  1393-04-28 July 19, 2014 10:46 AM  
To present your work on the final project, you must prepare a short presentation (15 minutes) for Tuesday 93/5/14. You must also deliver a report that introduces your method clearly.

  1393-04-15 July 06, 2014 07:39 AM  
Grades of midterm and final exam are ready.

  1393-04-13 July 04, 2014 03:09 PM  
The project deadline will be 93/5/10.

  1393-04-06 June 27, 2014 09:50 AM  
The deadline of HW5 is extended to Sunday (8 Tir).

  1393-04-02 June 23, 2014 03:03 PM  
The updated version of the HWs grades is uploaded.

  1393-03-27 June 17, 2014 05:01 PM  
Some Hints "Hints(Q3-HW5).pdf" about question 3 of Homework 5 is available in the Assignment section.

  1393-03-13 June 03, 2014 07:26 AM  
Readings II:

- Exponential family: Jordan textbook, Chapter 8
- Learning undirected graphical models: Koller and Friedman textbook, 20.1-20.4
- Learning with incomplete data: Koller and Friedman textbook, 19.1, 19.2.1-19.2.3
- Structure learning: Koller and Friedman textbook, 18.1-18.3, 18.4.1, 18.4.3
- Factor analysis: Jordan textbook, Chapter 14
- Inference in Gaussian networks, Koller and Friedman textbook, 14.2
- Kalman filtering and smoothing: Jordan textbook, Chapter 15
- HMM: Bishop textbook, 13.1, 13.2.1-13.2.5
- Variational inference:
  Koller and Friedman textbook, 11.1-11.2, 11.3.1-11.3.6, 11.3.7.1, 11.5.1-11.5.2
  Bishop text book, 10-1-10-2
- Inference by sampling methods: Bishop textbook, 11.1-11.3

Materials from the above list that will not be included in the final exam:
- Inference by sampling methods
- Variational inference:
 Koller and Friedman textbook, 11.5.2
 Bishop text book, 10-2

  1393-03-12 June 02, 2014 07:26 AM  
HW5 is uploaded.

  1393-03-07 May 28, 2014 02:18 PM  
Since the the video sequence of the problem 4 (red car sequence) of the Homework 4 has not the "ground_truth", it has been replaced with a new video sequence (you can download it from "Assignments" Section).

  1393-02-25 May 15, 2014 02:48 PM  
For presenting the questions 3, 4 and 5 of the homework 3, students could come to Room 608 on Sunday (93/2/28) between 12 to 20 o’clock.

  1393-02-21 May 11, 2014 06:36 AM  
HW4 is ready now.

  1393-02-15 May 05, 2014 03:02 PM  
For the question 3 of the homework 3, use the first 5 senators (first 5 rows of the binary matrix "senatorVotes") instead of 13 senators.

  1393-02-02 April 22, 2014 01:07 PM  
For presenting the questions 2 and 3 of the homework 2, students could come to Room 608 on Sunday (93/2/7) between 12 to 20 o’clock.

  1393-02-01 April 21, 2014 09:20 AM  
Extra TA class: Tuesday 12:00-13:00, Room 007

  1393-01-29 April 18, 2014 02:37 PM  
The midterm exam will be held on Tuesday (2 Ordibehesht) 15-16:45 in Room 204.

  1393-02-03 April 23, 2014 01:18 PM  
HW3 is out (due: 12 Ordibehesht)

  1393-01-28 April 17, 2014 09:49 AM  
Chapters of Koller and Friedman's book for the midterm exam:
Representation:
- 1-4
- 5.1,5.4,5.5
- 6.4.1
- 7

Inference:
- 9.2-9.4
- 10 and/or Chapter 4 and 17 of Jordan's book (draft)
- 13.1-13.3

Learning:
- 17.1
-17.2.1-17.2.3
-17.3, 17.4, 17.5

  1393-01-18 April 07, 2014 02:45 PM  
Revised Homework 2 has been uploaded.

  1393-01-14 April 03, 2014 02:24 PM  
To finalize the project titles, you should talk about your proposed title with Mr. Babagholami on Sunday (17 Farvardin) 12:00-20:00 in Room 608.

  1392-12-28 March 19, 2014 09:57 PM  
Homework 2 has been uploaded.

  1392-12-25 March 16, 2014 09:46 PM  
The list of the proposed areas for the final project has been uploaded. Please select an area from this list and propose a more specific subject in that area. You must submit the title of your project and two supportive papers to Mr. Babagholami until Saturday 16 Farvardin (please also specify the members of your group if you work together in a group of two members). The confirmation or change of your proposed title will be announced to you until 21th Farvardin.

  1392-12-02 February 21, 2014 03:45 PM  
Homework 1 is ready.

  1392-12-02 February 21, 2014 07:47 AM  
The TA class is held on Sundays 16:30-17:30 in Room 007.

Instructor:
M. Soleymani
(soleymani@sharif.edu)

3 Units
Sun-Tue 15:0016:30
Room: 204
















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