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Stochastic Differential Equations and Diffusion Models

Diffusion models (Sohl-Dickstein et al., 2015)(Ho et al., 2020) are one of the freshest flavors of generative models in the market right now (at least as of writing this post). They have been shown...

The Kantorovich-Rubinstein Duality

In this post we’ll talk about the Wasserstein-1 distance, which is a metric on the space of probability distributions, and the Kantorovich-Rubinstein duality, which establishes an elegant and rathe...

Let's Count!

For the first post, let’s talk about something so innate to our intuition, that we might as well call it… natural. You guessed it, today we’ll talk about natural numbers and the rather odd notions ...

git init

Freshly graduated with a master’s degree in computer science and basking in the newly discovered privilege of not having seventeen and a half deadlines every week, I’ve decided to try my hand at no...