Statistical Learning 40956 
  CE Department- Sharif University of Technology Spring 2019 - Group 1 

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Announcments

  1398-05-03 July 25, 2019 10:19 AM  
The last reading assignment and project presentations for all groups will be held on Saturday Mordad 5th. Send your report and presentation to sl.ce956.97@gmail.com till 23:59 on the presentation day.
Any changes to the date and time will be announced here.

  1398-04-19 July 10, 2019 01:10 PM  
The grades of quizzes, final and presentations are added to the Grades section.
The objection will be considered on Monday, 24'th of Tir, from 14 to 15 at CE803. Objections can only be made for final grades. If you have any problems with your quiz grades, please send email to sl.ce956.97@gmail.com.
Thanks

  1398-03-24 June 14, 2019 11:18 PM  
Dear All,

The course project, data and references are upload in Resources->Project folder.
The project is due Tir 15th.

Good Luck!

  1398-03-24 June 14, 2019 05:36 PM  
Dear All,
Please remember that the Final Exam is tomorrow 25th of Khordad starting at 9:00 AM.
All the quizzes and their solutions (takehome and in class quizzes) are available at
Resources directory (under directories  InClassQuizzes and TakeHomeQuizzes).
Your exam has 5 questions each with some basic definitions and a practical example similar to your quizzes and the material discussed in class. The topics are:
1. Gaussian Process
2. Nonparametric Bayesian and Dirichlet Process (Hierarchical)
3. Point Processes (also study Poisson process!)
4. Map reduce (implementation of a simple algorithm with mapreduce)
5. Interpretability (A bio example!)
Your projects will be handed to you after exam.

Good Luck!

  1398-03-19 June 09, 2019 07:18 AM  
The solutions of take home quizzes have been added to the Resource/TakeHomeQuizzes/Solutions folder.

  1398-03-18 June 08, 2019 06:26 PM  
The 8th take home quiz is uploaded in the Resources section. Deadline for all quizzes would be on 19th Khordad at 3:00 AM.

  1398-02-28 May 18, 2019 11:49 AM  
The grades file of the presentations 1 to 5 is uploaded in the Grades section.

  1398-02-28 May 18, 2019 11:20 AM  
The 6th reading assignment is added to the Assignments section. The presentations schedule is described in the assignment file.

  1398-02-21 May 11, 2019 10:14 AM  
The 7th take home quiz is uploaded in the Resources section.

  1398-02-13 May 03, 2019 06:15 PM  
The 5th reading assignment is added to the Assignments section. The presentations schedule is described in the assignment file.

  1398-02-09 April 29, 2019 09:16 PM  
The 6th take home quiz is uploaded in the Resources section.

  1398-02-07 April 27, 2019 09:14 AM  
You may use the following link to access the book entitled
Interpretable Machine Learning by Christoph Molnar:

https://christophm.github.io/interpretable-ml-book/

  1398-02-06 April 26, 2019 06:17 AM  
Reminder:
Group 2 & 3 Presentation will be held on Saturday Ordibehesht 7th.
Group 1 Presentation will be held on Monday Ordibehesht 9th.

  1398-02-01 April 21, 2019 08:49 AM  
The 4th reading assignment is added to the Assignments section. The presentations schedule is based on the course calendar.

  1398-01-24 April 13, 2019 05:16 PM  
The 5th take home quiz is uploaded in the Resources section.

  1398-01-20 April 09, 2019 09:39 AM  
The grades file of the 3rd take home quiz is uploaded in Grades section.

  1398-01-19 April 08, 2019 03:08 PM  
The modified assignment 03 uploaded in the Assignment section.
Group 01 would present on Saturday April 13th and groups 02 and 03 present on Monday April 15th. Please note that we only have 3 groups now. The new group member file is uploaded in Resources --> Group Members.

  1398-01-16 April 05, 2019 01:48 PM  
The grades file of the 1st and 2nd presentations is uploaded in the Grades section.

  1398-01-12 April 01, 2019 12:55 PM  
The grades of the second take home quiz are uploaded in Grades section.

  1397-12-26 March 17, 2019 12:16 PM  
Please check the email address that you've entered in your edu account.

  1397-12-23 March 14, 2019 08:12 AM  
3 guidelines on how to read and present scientific papers is added to Resources --> How2Present folder.

  1397-12-20 March 11, 2019 06:17 PM  
The third reading assignment is added to the Assignments section. The presentations schedule is based on the course calendar.

  1397-12-15 March 06, 2019 04:34 PM  
If you have question about Gaussian process, you can refer to DML (room 803) on Saturday at 12-13 PM. Please ask Mr Bahrami your question.

  1397-12-13 March 04, 2019 04:52 PM  
If you have any question or comment, please send email to sl.ce956.97@gmail.com

  1397-12-13 March 04, 2019 10:36 AM  
Reading assignment 00 is necessary as a prerequisite for all materials of course.

  1397-12-11 March 02, 2019 09:17 PM  
The calendar of course is added to the syllabus in the Resources section.

  1397-12-11 March 02, 2019 10:13 PM  
The second reading assignment is added to the Assignments section. Every body should cover the materials till next week (18 of Esfand).
Group 2 and 4 will have presentations on next Saturday (18th of Esfand), and group 1 and 3 will have presentations on next Monday (20th of Esfand).

  1397-12-05 February 24, 2019 12:59 PM  
Extra class will be held at 16:30 to 18, on the 6th of Esfand in CE-803 (DML).

  1397-12-03 February 22, 2019 06:36 PM  
A book on Gaussian Process: Gaussian Processes for Machine Learning by C. E. Rasmussen & C. K. I. Williams (2006) was uploaded in Resources --> Books.
For more references please refer to http://www.gaussianprocess.org/

  1397-12-02 February 21, 2019 08:33 AM  
We would have a short quiz on Gaussian process on Saturday Esfand 4th.

  1397-12-02 February 21, 2019 08:32 AM  
The papers for presentations are uploaded in the Resources -> Presentations -> Assignment-01 for each group. The group number at the beginning of the file name shows your group number. All groups present on Monday Esfand 06. Groups 01 and 02 on 13:30 class and Groups 03 and 04 on 4:30 class.

  1397-12-01 February 20, 2019 09:04 AM  
The Group assignment with emails is uploaded in the Resources section of the site.

  1397-12-01 February 20, 2019 09:02 AM  
Two extra classes will be held at 16:30 to 18, on the 4th and 6th of Esfand (next week on Saturday and Monday) in CE-726.

Instructor:
Hamid R. Rabiee
(rabiee@sharif.edu)

3 Units
Sat-Mon. 13:30 - 15:00
Room: CE204

 This website is visited 322 times since February 2019. Updated Monday 2020-09-07 09:53