Course literature

Book references

  1. Nocedal and S. Wright. Numerical optimization. Springer Science & Business Media, 2006.

  2. Y. Nesterov. Introductory lectures on convex optimization: A basic course, volume 87. Springer Science & Business Media, 2013.

  3. S. Boyd and L. Vandenberghe. Convex optimization. Cambridge university press, 2004.

  4. D. Bertsekas. Convex optimization algorithms. Athena Scientific Belmont, 2015.

  5. S. Bubeck. Convex optimization: Algorithms and complexity. Foundations and Trends in Machine Learning, 8(3-4):231–357, 2015.

Papers