Please register in ZEuS for both the Lecture and the Exercise Session
Logistics
Lecture: Wednesday 11:45 - 13:15, room R511
Exercise Session: Thursday 17:00 - 18:30, room R511
Week 1 - Introduction and optimization problems
Week 4 - Convex optimization problems (part 1)
Week 5 - Convex optimization problems (part 2)
Week 8- Optimization problems in Machine Learning and Statistics (part 1)
Week 9- Optimization problems in Machine Learning and Statistics (part 2)
Week 11 - Projected gradient descent
Week 12 - Stochastic gradient descent
Week 14 - Newton method (part 2)
Slides (see week 13), (annotated version)