EE364a: Convex Optimization I

Stanford University, Summer Quarter 2018
Instructor: Reese Pathak
  1. Introduction (quiz)

  2. Convex sets (quiz)

  3. Convex functions (quiz)

  4. Convex optimization problems (quiz)

  5. Duality (quiz)

  6. Approximation and fitting (quiz)

  7. Statistical estimation (quiz)

  8. Geometric problems (quiz)

  9. Numerical linear algebra background (quiz)

  10. Unconstrained minimization (quiz)

  11. Equality constrained minimization

  12. Interior-point methods

  13. Conclusions

Lecture slides in one file.