Machine Learning 2021 Spring
News
07
May
HW9 and HW10 Released!
HW9 and HW10 have been released. The deadline of HW9 is 05/28 23:59 (UTC+8). The JudgeBoi deadline for HW10 is 05/28 23:59 (UTC+8) and code submission deadline is 05/30 23:59 (UTC+8). We do not take late submissions.
30
Apr
HW7 and HW8 Released!
HW7 and HW8 have been released. The kaggle deadlines of HW7 and HW8 are both 05/21 23:59 (UTC+8). You also need to submit your codes for both homework to NTU COOL before 05/23 23:59 (UTC+8). We do not take late submissions.
Syllabus
Deep Learning
- Youtube:
- Slides:
- HW2: Classification
Self-Supervised Learning
- Youtube:
- Slides:
- HW7: BERT
- HW8: Anomaly Detection
Explainable AI / Adversarial Attack
- Youtube:
- Slides:
- HW9: Explainable AI
- HW10: Adversarial Attack
Privacy v.s. ML (Prof. Pei-Yuan Wu)
Life-Long/Compression
- Youtube:
- Slides:
- HW13: Compression
- HW14: Life-long Learning
Homework
The information here is tentative and subject to change. Please read the requirement of each homework before deadline. There are different platforms for each homework, including Kaggle , NTU COOL , and JudgeBoi . Remember to submit to EVERY required platform.
- You should finish your homework on your own.
- You should NOT modify your prediction files manually.
- Do NOT share codes or prediction files with any living creatures.
- Do NOT use any approaches to submit your results more than 5 times a day.
- Do NOT search or use additional data or pre-trained models.
- Your final grade will be subject to a 10% penalty if you violate any of the above rules.
- Prof. Lee & TAs preserve the rights to change the rules & grades.