This document provides an overview of our research focus, ongoing projects, future directions, and resources, particularly concerning our work in Differentiable Programming (DP). Differentiable ...

Differentiable Programming Making Code Learnable Ever wonder if your regular code could "learn" and improve itself like an AI? That's the core idea behind Differentiable Programming. It's a new way of ...

In this LinkedIn article, I discuss the concept of rewriting decision trees using a Differentiable Programming approach, inspired by the NODE paper. By reformulating decision trees within the ...

A monthly overview of things you need to know as an architect or aspiring architect. Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with ...

Reduced models of transport necessarily have unknown closure relations which encode higher order physics; for example, the notorious flux limiter. In this work, we present a machine learning approach ...

Swift is a general-purpose programming language that is both approachable for newcomers and powerful for experts. It is used to develop everything from apps and system software to cloud services and ...