Course Timeline

Week 1

Apr 4: Lec 1: Intro+Logistics; slides | recording | scribe-notes; Scribe Signup Sheet
Apr 6: Lec 2: ML/DL basics (I); slides | recording | scribe-notes; scribe signup sheet closes at 1pm

Week 2

Apr 11: Lec 3: ML/DL basics (II); slides | recording | scribe-notes
Apr 13: Lec 4: ML/DL basics (III); slides | recording | scribe-notes

Week 3

Apr 18: Lec 5: Robustness overview; slides-1 | slides-2 | recording | scribe-notes; Project Instructions; Project Instructions Out
Apr 20: Lec 6: Robustness - attacks (I); slides | recording | scribe notes; HW1 Instructions; HW 1 Out

Week 4

Apr 25: Lec 7: Robustness - attacks (II); slides | recording | scribe-notes; Project Topic Selection due at 1pm
Apr 27: Lec 8: Robustness - attacks (III); slides | recording | scribe-notes

Week 5

May 2: Lec 9: Robustness - verification (I); slides-1 | slides-2 | recording | scribe-notes
May 4: Lec 10: Robustness - verification (II); slides | recording | scribe-notes

Week 6

May 9: Lec 11: Robustness - verification (III); slides | recording | scribe-notes; HW 1 due
May 11: Lec 12: Robustness - verification (IV); slides | recording | scribe-notes; HW 2 out

Week 7

May 16: Lec 13: Midterm Project Presentation (I); recording
May 18: Lec 14: Midterm Project Presentation (II); recording

Week 8

May 23: Lec 15: Midterm Project Presentation (III); recording
May 25: Lec 16: Robustness - defense (I); slides | recording | scribe-notes

Week 9

May 30: Lec 17: Robustness - defense (II); slides | recording | scribe-notes; HW3 link; HW 3 (optional) out
June 1: Lec 18: Interpretability - explanation (I); slides-1 | slides-2 | recording | scribe-notes

Week 10

June 6: Lec 19: Interpretability - explanation (II); slides | recording | scribe-notes
June 8: Lec 20: Interpretability - interpretable model; slides | recording | scribe-notes; Final Project Questions Form; Final Project Questions Due HW2 Due

Week 11

June 13: Finals week (no class)
June 15: Final Project Presentation (Zoom class); Final Project Report Due HW3 (Optional) Due