|
|
|||||||||
Course Announcements Please check here for announcements and readings. Dec 15: Course website is up. Jan 1: Website is updated. Jan 22: First class (Lecture 1) Jan 24: Lecture 2 (Read Bishop 1.2,2.1) Jan 29: Lecture 3 (Read Bishop 1.1-1.5, Duda 2.1-2.6) Jan 31: Lecture 4 (Any MATLAB tutorial) Jan 31: Brush-up on calculus / linear algebra / statistics background (Duda Appendix A.2, A.4, A.5) Jan 31: HW#1 is assigned Feb 5: Lecture 5 (Read Duda 5.1-5.5) Feb 7: Lecture 6 (Read Bishop 5.1-5.3.2, Duda 6.1-6.3.1) Feb 7: Review basic optimization (Bishop Appendix E) Feb 7: Jordan book is available on courseworks (click on Files & Resources) Feb 12: Lecture 7 (Read Vapnik, Statistical Learning Theory, chapter 0) Feb 12: Vapnik's book (SLT) is reserved in the Engineering library (Mudd building) Feb 14: Lecture 8 (Read Vapnik, SLT, 1.1-1.11) Feb 14: HW#1 is due Feb 14: HW#2 is assigned Feb 19: Lecture 9 (Read Vapnik, SLT, 3.1, 3.2.1, 3.3, 3.7, 3.10, 3.13) Feb 21: Lecture 10 (Read Bishop 7.1 and Burges Tutorial online) Feb 26: Lecture 11 (Read Vapnik 4.9.1-4.9.2, 4.11, 6.1 and Burges Tutorial online) Feb 28: Lecture 12 (Read Bishop 6.1-6.2) Feb 28: HW#2 is due Feb 28: HW#3 is assigned Mar 5: Lecture 13 (Midterm Review) Mar 7: Lecture 14 (Read Duda 3.8, Bishop 12.1) Mar 7: Sample midterm handed out in class Mar 12: Lecture 15 (Read Bishop 12.1, 9.1) Mar 14: Midterm Exam Mar 14: HW#4 is assigned Mar 19: Spring Recess (no class) Mar 21: Spring Recess (no class) Mar 26: Lecture 16 (Read Bishop 9.1-9.3, 1.6) Mar 28: Lecture 17 (Read Bishop 9.3-9.4, Jordan 10) Mar 28: HW#3 is due Apr 2: Lecture 18 (Graphical Models: Read Bishop 8, Jordan 2) Apr 4: Lecture 19 (Read Bishop 8, Jordan 2,8) Apr 4: HW#4 is due Apr 4: HW#5 is assigned Apr 9: Lecture 20 (See tutorials page for further reading for the rest of the course) Apr 11: Lexture 21 Apr 16: Lecture 22 Apr 18: Lecture 23, HW#5 is due, HW#6 is assigned Apr 23: Lecture 24 Apr 25: Lecture 25 Apr 30: Lecture 26 (Vinod Prabhakaran on recent ML applications to NLP) May 2: Lecture 27 (last lecture) May 5: HW#6 is due by 1pm May 14: Final Exam 1.10-4pm, HAM 702 |
|