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• Nov 6: The deadline for Project1 is further extended to midnight Nov 10 (Sun). If you use projected gradient descent for SVM, you may refer to this. Note that I didn't show step 4 explicitly in my lecture note.
• Nov 2: Lecture notes for “Generative Models (II): Parameter Estimation” are posted at lecture_notes
• Oct 30: Upon requests from many of you, the deadline for Project1 is extended from Nov 3 to Nov 6.
• Oct 29: Lecture notes for “Generative Models (I): Bayes Decision Theory” are posted at lecture_notes.
• Oct 25: Assignment two is posted assignment. It is due on Dec 4th.
• Oct 9: Upon requests, the project2 presentations are re-scheduled onto Dec 13 and 16, 2-5pm.
• Oct 7: Some important dates regarding final exam/project2 are updated at Important Dates. The final exam is 2-5pm on Dec 4 and project2 presentations will take place at 2-5pm on Dec 16 and 17. Also some project titles from previous terms are posted projects for you to select your own topic for project2.
• Sep 30: Lecture notes for discriminative models are posted at lecture_notes.
• Sep 23: Lecture notes for feature extraction are posted at lecture_notes. “Matrix calculus formula” was updated in the lecture notes, please review them. Project one is posted projects.
• Sep 13: Assignment one is posted assignment. It is due in class on Oct 2.
• Sep 9: Lecture note for math review is posted at lecture_notes.
• Sep 4: Lecture note for class one is posted at lecture_notes. Note that the classroom for this course is changed to CB122.
• Sep 3: Course Web is up. The first class is on Sep 4.