Continuous Optimization (2024)

Graduate course, University of Basel, Department of Mathematics and Computer Science, 2024

Duty

I am a Teaching Assistant responsible to design 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