What is the best complete reference (Book or course) on the following topics?

1. Optimization 2. Convex optimization 3. Empirical Risk Minimization (ERM) 4. Loss function 5. Duality 6. Perturbation 7. Regularization 8. Alternating Direction Method of Multipliers (ADMM)

30 June 2020 1,286 2 View