Adaptive exact recovery in sparse nonparametric models

Natalia Stepanova, Marie Turcicova

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