Understanding deep learning is increasingly emergent as it penetrates more and more into
industry and science. In recent years, a research line from Fourier analysis sheds light on …

We provide general adaptive upper bounds for estimating nonparametric functionals based
on second-order U-statistics arising from finite-dimensional approximation of the infinite …