Algorithmic Probability-guided Supervised Machine Learning on Non-differentiable Spaces

Santiago Hernández-Orozco, Hector Zenil, Jürgen Riedel +3

We show how complexity theory can be introduced in machine learning to help bring together apparently disparate areas of current research. We show that this new approach requires l…