Linklog

This is my Linklog where I keep links to my favorite content on the Internet. It's a great way to keep this content as reference while also sharing articles and tools I encounter and find interesting.

June 2026

The quadratic sandwich (fedemagnani.github.io) #math #optimization

This post is a very well written explanation on whar mathematical conditions a loss function should obey so that gradient descent is effective on it.

April 2026

Jacobi Fields in Machine Learning (olgatticus.github.io) #math #machine-learning

There are all sorts of applications of differential geometry to ML, and this article does a great job of introducing some key concepts.

January 2026

Accurately computing sample variance online (www.johndcook.com) #math

A useful formula for computing running variance and avoid difficult numerical inaccuracies.