AAII Seminar: July 1, 2020
When: 9am PT
How: Here is the Zoom link: https://ucsc.zoom.us/j/272379932
How: Here is the Zoom link: https://ucsc.zoom.us/j/272379932
Who: François Charton (Facebook) and Amaury Hayat (Pasitech, Rutgers)
Title: “Learning maths from example with deep language models”
Abstract: In this presentation we show how to use deep language models to solve problems related to differential equations, namely solving ODE, and deriving properties of differential systems such as local stability or controllability. Our models have no built-in knowledge of mathematics and only learn through examples, yet they manage to achieve high performance on advanced problems.
The work is based on these 2 papers: