The Shape of Markets: Machine learning modeling and Prediction Using 2-Manifold Geometries

Panagiotis G. Papaioannou, Athanassios N. Yannacopoulos

We introduce a Geometry Informed Model for financial forecasting by embedding high dimensional market data onto constant curvature 2manifolds. Guided by the uniformization theorem,…