Lecturer: Yoshinari Kameda, Hideki Kakeya
Classroom: 3A410
Semester: 2
Day/Time : Tuesday 2nd and 3rd (10:10-11:25, 12:15-13:30)
Credit: 2
This course is designed to the students of dept. of IIT, grad school of SIE, U-Tsukuba.
| YYYY/MM/DD | Turn | Lecturer | Content |
| 2008/09/02 | 01 | Kameda/Kakeya | [0] Tutorial ( normal distribution, average and variance, inner product, metric space, hyperplane) |
| 2008/09/09 | 02 | Kameda | [1] Partial derivatives, steepest descendant method, gradient (total derivative), lagrange multipliers |
| 2008/09/16 | 03 | Kakeya | |
| 2008/09/30 | 04 | Kameda | [2] Linear classification, linear SVM, soft margin |
| 2008/10/07 | 05 | Kakeya | |
| 2008/10/14 | -- | ------ | (no class ... thanks to Campus festival) |
| 2008/10/21 | 06 | Kameda | [3] soft margin (linear SVM), non-linear SVM |
| 2008/10/28 | 07 | Kameda | [4] Curse of dimension(JP), Particle filter(JP) |
| 2008/11/04 | 08 | Kakeya | |
| 2008/11/11 | 09 | Kakeya | |
| 2008/11/18 | 10 | Kakeya | |
| 2008/11/25 | Exam |