Course Timeline
Week 1
- Apr 1
- Lec 1: Intro+Logistics
- slides | scribe notes
- Apr 3
- Lec 2: ML/DL basics (I)
- slides | scribe notes
Week 2
- Apr 8
- Lec 3: ML/DL basics (II)
- slides | scribe notes
- Apr 10
- Lec 4: ML/DL basics (III)
- slides | scribe notes
Week 3
- Apr 15
- Lec 5: ML/DL basics (IV) + Robustness Overview
- slides-1 | slides-2 | scribe notes
- Apr 17
- Lec 6: How to Read Paper + Robustness Attack (I)
- slides-1 | slides-2 | paper-annotated | scribe notes
Week 4
- Apr 22
- Lec 7: Robustness Attack (II)
- slides | scribe notes
- Apr 24
- Lec 8: Robustness Attack (III)
- slides | scribe notes
Week 5
- Apr 29
- Lec 9: Robustness Attack (IV) + Robustness Verification (I)
- slides-1 | slides-2 | scribe notes
- May 1
- Lec 10: Robustness Verification (II)
- slides | scribe notes
Week 6
- May 6
- Lec 11: Robustness Verification (III)
- slides | scribe notes
- May 8
- Lec 12: Robustness Verification (IV) + LLM Robustness
- slides-1 | slides-2 |scribe notes
Week 7
- May 13
- Lec 13: Interpretable ML (I)
- slides | scribe notes
- May 15
- No Class
Week 8
- May 20
- Lec 14: Interpretable ML (II)
- slides |scribe notes
- May 22
- Lec 15: Interpretable ML (III)
- slides | scribe notes
Week 9
- May 27
- Lec 16: Interpretable ML (IV)
- slides | scribe notes
- May 29
- Lec 17: Interpretable ML (V)
- slides | scribe notes
Week 10
- Jun 03
- Lec 18: Presentations I
- blogs
- Jun 05
- Lec 19: Presentations II
- blogs
- Best Work (By Vote)
- CLIP-Dissect 🏆 medium blog | CB-AE 🏆 medium blog | CB-LLM 🏆 medium blog | Reasoning length & faithfulness 🏆 medium blog