While the maximum likelihood solution is ill-posed in infinite dimensions, Sriperumbudur et al. (2017) have demonstrated that it is possible to fit the KEF via score matching (Hyvärinen, 2005), which entails solving a linear system of size n × d, where n is the number of samples and d is the…