https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/ 2026-04-21T05:04:44+00:00 https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/ https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/_media/wiki:dokuwiki-128.png text/html 2019-08-22T21:20:09+00:00 hj (hj@undisclosed.example.com) https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/lecture_notes?rev=1566508809&do=diff * Weeks 1-2: A. Machine Learning (basic concepts); B. Math foundation (updated a bit): probabilities, Bayes theorem, statistics, Entropy, mutual information, decision tree, optimization, matrix decomposition (Weekly Reading: W2) (A useful online manual on Matrix Calculus) text/html 2018-01-12T16:28:58+00:00 hj (hj@undisclosed.example.com) https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/projects?rev=1515774538&do=diff * Project one (extended to Nov 18) * Project Two: Your project 2 report will be submitted as a CS conference paper. You may use any latex temple from CVPR, ACL, ICML, etc. It is expected to be 6-8 pages (double-columned). I will mark your report as a conference reviewer based on format, writing style, work quality, extra additions to the existing methods, etc.. text/html 2018-01-12T16:28:45+00:00 hj (hj@undisclosed.example.com) https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/assignment?rev=1515774525&do=diff * Assignment One * Assignment Two text/html 2016-11-27T21:39:50+00:00 hj (hj@undisclosed.example.com) https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/presentations?rev=1480282790&do=diff Advanced Topics for self-study and Presentation Advanced Topics for self-study and Presentation The presentations will be organized into two afternoon sessions: 1-5pm on Nov 25 (Friday) @HNE 037 and 1-5pm on Nov 30 (Wednesday) @LAS3033 . Each person will make a 20-25 min presentation (including Q&A). To save time, you need to email your PPT to a session chair (to be named) before 10am that day (otherwise, your mark will be deducted). text/html 2016-11-25T22:10:05+00:00 hj (hj@undisclosed.example.com) https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/whats_new?rev=1480111805&do=diff What's New? Refresh your page!!! * Nov 25: Assignment two (A2) is extended to Dec 2 (Fri). Please email me a PDF copy of A2 before the deadline. * Nov 18: The details for presentation have been finalized, check Presentation. * Nov 15: The classrooms for advanced topic presentations have been finalized. We are in text/html 2016-11-25T22:08:31+00:00 hj (hj@undisclosed.example.com) https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/important_dates?rev=1480111711&do=diff Important Dates Here, Important dates for this course: * Dec 30: Project2 is due. * Nov 25 and 30: In-class presentations. * Nov 18 Dec 2: A2 is due in class. * Nov 10 Nov 18: Project1 is due. * Oct 21: A1 is due in class. text/html 2016-11-16T16:27:27+00:00 hj (hj@undisclosed.example.com) https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/?image=ml8-graphicalmodel.pdf&ns=0&rev=1479313647&tab_details=history&media_do=diff&do=media <img src="https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/lib/images/fileicons/svg/pdf.svg" alt="ml8-graphicalmodel.pdf" loading="lazy" width="500" height="500" /> text/html 2016-11-07T20:19:28+00:00 hj (hj@undisclosed.example.com) https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/?image=cernanskybenuskovannw03.pdf&ns=0&rev=1478549968&tab_details=history&media_do=diff&do=media <img src="https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/lib/images/fileicons/svg/pdf.svg" alt="cernanskybenuskovannw03.pdf" loading="lazy" width="500" height="500" /> text/html 2016-11-07T20:17:31+00:00 hj (hj@undisclosed.example.com) https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/?image=rn_dallas.pdf&ns=0&rev=1478549851&tab_details=history&media_do=diff&do=media <img src="https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/lib/images/fileicons/svg/pdf.svg" alt="rn_dallas.pdf" loading="lazy" width="500" height="500" /> text/html 2016-11-04T14:52:39+00:00 hj (hj@undisclosed.example.com) https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/?image=ml7-generative.pdf&ns=0&rev=1478271159&tab_details=history&media_do=diff&do=media <img src="https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/lib/images/fileicons/svg/pdf.svg" alt="ml7-generative.pdf" loading="lazy" width="500" height="500" /> text/html 2016-10-21T15:53:16+00:00 hj (hj@undisclosed.example.com) https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/?image=ml6-ann.pdf&ns=0&rev=1477065196&tab_details=history&media_do=diff&do=media <img src="https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/lib/images/fileicons/svg/pdf.svg" alt="ml6-ann.pdf" loading="lazy" width="500" height="500" /> text/html 2016-10-19T21:06:52+00:00 hj (hj@undisclosed.example.com) https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/?image=a2.pdf&ns=0&rev=1476911212&tab_details=history&media_do=diff&do=media <img src="https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/lib/images/fileicons/svg/pdf.svg" alt="a2.pdf" loading="lazy" width="500" height="500" /> text/html 2016-10-19T18:58:04+00:00 hj (hj@undisclosed.example.com) https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/?image=ml5-discriminative.pdf&ns=0&rev=1476903484&tab_details=history&media_do=diff&do=media <img src="https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/lib/images/fileicons/svg/pdf.svg" alt="ml5-discriminative.pdf" loading="lazy" width="500" height="500" /> text/html 2016-10-05T19:02:59+00:00 hj (hj@undisclosed.example.com) https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/?image=ml4-decision-rule.pdf&ns=0&rev=1475694179&tab_details=history&media_do=diff&do=media <img src="https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/lib/images/fileicons/svg/pdf.svg" alt="ml4-decision-rule.pdf" loading="lazy" width="500" height="500" /> text/html 2016-09-29T21:54:31+00:00 hj (hj@undisclosed.example.com) https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/?image=project1.pdf&ns=0&rev=1475186071&tab_details=history&media_do=diff&do=media <img src="https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/lib/images/fileicons/svg/pdf.svg" alt="project1.pdf" loading="lazy" width="500" height="500" /> text/html 2016-09-29T21:53:41+00:00 hj (hj@undisclosed.example.com) https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/?image=project.pdf&ns=0&rev=1475186021&tab_details=history&media_do=diff&do=media <img src="https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/lib/images/fileicons/svg/pdf.svg" alt="project.pdf" loading="lazy" width="500" height="500" /> text/html 2016-09-28T18:56:44+00:00 hj (hj@undisclosed.example.com) https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/?image=ml-blackart.pdf&ns=0&rev=1475089004&tab_details=history&media_do=diff&do=media <img src="https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/lib/images/fileicons/svg/pdf.svg" alt="ml-blackart.pdf" loading="lazy" width="500" height="500" /> text/html 2016-09-28T18:56:20+00:00 hj (hj@undisclosed.example.com) https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/?image=tutorial-pca.pdf&ns=0&rev=1475088980&tab_details=history&media_do=diff&do=media <img src="https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/lib/images/fileicons/svg/pdf.svg" alt="tutorial-pca.pdf" loading="lazy" width="500" height="500" /> text/html 2016-09-28T18:48:35+00:00 hj (hj@undisclosed.example.com) https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/?image=ml3-feature.pdf&ns=0&rev=1475088515&tab_details=history&media_do=diff&do=media <img src="https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/lib/images/fileicons/svg/pdf.svg" alt="ml3-feature.pdf" loading="lazy" width="500" height="500" /> text/html 2016-09-28T18:48:25+00:00 hj (hj@undisclosed.example.com) https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/?image=ml2-math.pdf&ns=0&rev=1475088505&tab_details=history&media_do=diff&do=media <img src="https://wiki.eecs.yorku.ca/course_archive/2016-17/F/6327/lib/images/fileicons/svg/pdf.svg" alt="ml2-math.pdf" loading="lazy" width="500" height="500" />