Skip to content

Optimization

Convex Optimization

Stanford EE364A: Convex Optimization

VIDEO:

  • LECTURE 1: Introduction
  • LECTURE 2: Convex Sets
  • LECTURE 3: Convex Functions
  • LECTURE 4: Convex Optimization Problems
  • LECTURE 5: Duality
  • LECTURE 6: Approximation and fitting
  • LECTURE 7: Statistical estimation
  • LECTURE 8: Geometric problems
  • LECTURE 9: Numerical linear algebra background
  • LECTURE 10: Unconstrained minimization
  • LECTURE 11: Equality constrained minimization
  • LECTURE 12: Interior-point methods
  • LECTURE 13: Equality constrained minimization

BAYESIAN OPTIMIZATION