Topological Data Analysis and Graph-Theoretic Approaches for Tennis Match Prediction

Jake Schwaderer, Alexander Bastien, Omid Khormali +3

We present two approaches for predicting tennis match outcomes using topological data analysis and graph theory on ATP singles matches from 2000-2025. The first method applies lowe…