Robust Non-Linear Correlations via Polynomial Regression

Luca Giuliani, Michele Lombardi

The Hirschfeld-Gebelein-Rényi (HGR) correlation coefficient is an extension of Pearson's correlation that is not limited to linear correlations, with potential applications in alg…