Before revision:  We establish nonasymptotic bounds for these deep ReLU nets , for both least squares and logistic loses in nonparametric regression .
After revision:  We establish nonasymptotic bounds for these deep nets for nonparametric regression, covering the standard least squares and logistic loses in nonparametric regression .