| week | Main Session(Optimization for Machine Learning) (every Thursday 19:00~21:00) |
Special Session (Saturday 15:00~17:00) |
|---|---|---|
| week 0 (1/5) |
ESC OT, Introduction (Boyd ch1) | |
| week 1 (1/12) |
Convex sets (Boyd ch2) 발제자: 김두은 |
1차 친바(1/14) |
| week 2 (1/19) |
Convex functions (Boyd ch3 (3.4 제외)) 발제자: 김종민, 전상후 |
|
| week 3 (2/2) |
Convex optimization problems (Boyd ch4 (4.5 제외)) 발제자: 윤현석, 김민주, 임승현 |
서경덕 선배님 연사특강(2/4) |
| week 4 (2/9) |
Duality 1 (Boyd ch5.1~5.5) 발제자: 박정현, 최영준 |
|
| week 5 (2/16) |
Duality 2 (Boyd ch5.7~5.9) 발제자: 김태완, 이종현 |
Julia practice 1(2/18) |
- 선형대수(윤이경)
- 수리통계학1(박정현)
- 자료구조(최가윤)
- 정보이론(고정민)
- 230205 WINTER week1 : https://youtu.be/de2td2MQ4ac
- 230212 WINTER week2 : https://youtu.be/TDlwdo8FJZk
- 주교재: Convex Optimization – Boyd and Vandenberghe
- 부교재: Large-Scale Convex Optimization: Algorithms & Analyses via Monotone Operators
- 부교재: Quantitative Economics with Julia
- 230112 WINTER week1 : Convex Sets - https://youtu.be/od5V0AFUqxY
- 230119 WINTER week2 : Convex Functions - https://youtu.be/KPz9PnjSWqk
- 230202 WINTER week3 : Convex optimization problems - https://youtu.be/UBJJxRFTOq0
- 230209 WINTER week4 : Duality1 - https://youtu.be/UrauoDzjZZA
- 230216 WINTER week5 : Duality2 - https://youtu.be/OCj7zwwfe7s