1. Course Background & Purposes

The course aims to introduce spectral clustering as a modern approach to

clustering.

2. Course Outline & Descriptions

Specific topics that will be covered include

·Advanced linear algebra such as matrix SVD, matrix norm, low-rank approximation, and

some

direct applications

·Spectral graph theory

·Spectral clustering algorithms and applications

·Scalable spectral clustering

The course also has a significant programming component, so proficiency in one of

Matlab/R/Python is required.

3. Registration

https://forms.gle/qgr3T5RMWi81ntiq6

4. Join us online

1/4 10:00 https://nationaltaiwanuniversity-ksz.my.webex.com/nationaltaiwanuniversity-ksz.my/j.php?MTID=m2b9aa268e948a219312bf1eb70674751

      14:00 https://nationaltaiwanuniversity-ksz.my.webex.com/nationaltaiwanuniversity-ksz.my/j.php?MTID=m89ad09e1b6a51f3617da39accd307ce5

1/5 10:00 https://nationaltaiwanuniversity-ksz.my.webex.com/nationaltaiwanuniversity-ksz.my/j.php?MTID=m787dc2948a1b73855e127c58f50f0194

1/6 10:00 https://nationaltaiwanuniversity-ksz.my.webex.com/nationaltaiwanuniversity-ksz.my/j.php?MTID=mad45b9cc62e0dc9a04e070ff72dadfb6

5. Course Video