Adaptive almost full recovery in sparse nonparametric models

Natalia Stepanova, Marie Turcicova, Xiang Zhao

We observe an unknown function of $d$ variables $f(\mathbf{t})$, $\mathbf{t}\in [0,1{]}^d$, in the Gaussian white noise model of intensity $\epsilon >0$. We assume that the…