Continuous Optimization (2023)

Graduate course, University of Basel, Department of Mathematics and Computer Science, 2023

Duty

I was a Teaching Assistant responsible to teach in the exercise class as well as design and grading the homeworks and the exam.

Topics

  • Basic convex analysis
  • Subgradient methods
  • Gradient Descent
  • Convergence rate for gradient-based methods
  • Optimality and lower bounds
  • Stochastic Optimization methods
  • Non-convex Optimization

Weblink

Course Webpage