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.

August2026

A Tale of Dynamic Programming(iagoleal.com) #optimization #reinforcement-learning #math
A very rich blog post on dynamic programming, very pedagogical too!

June2026

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.

April2026

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.

January2026

Accurately computing sample variance online(www.johndcook.com) #math
A useful formula for computing running variance and avoid difficult numerical inaccuracies.