Homework

There are three homework assignments, plus one review assignment. Students can submit their homework through the course Canvas. The penalty for late work is 20 points per day, and each student gets 3 free late days for the quarter.

• HW0: Warm-up (30 points) pdf, latex

  • Due: Week 2, 11:59 pm Monday, April 7

• HW1: Feature importance (100 points)

  • Due: Week 4, 11:59 pm Wednesday, April 23

• HW2: Gradient-based explanations and metrics (100 points)

  • Due: Week 6, 11:59 pm Wednesday, May 7

• HW3: Inherently interpretable models and instance explanations (100 points)

  • Due: Week 9, 11:59 pm Wednesday, May 28

Discussion post

Students should post a short discussion post after reading a paper to the course Edstem before each class.