A machine learning based software pipeline to pick the variable ordering for algorithms with polynomial inputs

Dorian Florescu, Matthew England

We are interested in the application of Machine Learning (ML) technology to improve mathematical software. It may seem that the probabilistic nature of ML tools would invalidate th…