Learning from higher-order statistics, efficiently: hypothesis tests, random features, and neural networks

Eszter Székely, Lorenzo Bardone, Federica Gerace +1

Neural networks excel at discovering statistical patterns in high-dimensional data sets. In practice, higher-order cumulants, which quantify the non-Gaussian correlations between t…