Robust Dependence Measure using RKHS based Uncertainty Moments and Optimal Transport

Rishabh Singh, Jose C. Principe

Reliable measurement of dependence between variables is essential in many applications of statistics and machine learning. Current approaches for dependence estimation, especially…