Semester: Fall
Year offered: 2024
Course Page: https://umsystem.instructure.com/courses/262040/assignments/syllabus
Topics:
- Line search, Wolfe and Goldstein conditions
- Conjugate gradient methods
- Newton's methods
- Quasi-Newton
- Stochastic Gradient Descent
- Momentum
- Implementation using optim interface in PyTorch