For students and others with a mathematical background, these derivations provide a starting point to machine learning texts. For those learning the mathematics for the first time, the methods help ...

FrontierMath's performance results, revealed in a preprint research paper, paint a stark picture of current AI model ...

SFU has award-winning research faculty whose interests lie in the interplay between scientific computing, approximation theory, machine learning, the analysis of partial differential equations (PDE) ...

This course is available on the MSc in Applicable Mathematics, MSc in Financial Mathematics ... markets and illustrates how they can be addressed by using tools from machine learning. In particular, ...

The course considers some theoretical results on machine learning basics such as empirical risk minimisation ... text (using Markdown), mathematics, plots and rich media.