The course of Numerical Analysis should teach both the mathematical theory of numerical analysis and the craft of implementing numerical algorithms. Unfortunately, usually, only the mathematical ...
Numerical methods are ubiquitous in Machine Learning. The aim of this course is twofold: on the one hand, to systematically address the mathematical and numerical background at the heart of machine ...