Adaptive Minimax Estimation over Sparse ${\ell }_q$-Hulls

Zhan Wang, Sandra Paterlini, Frank Gao +1

Given a dictionary of $M_n$ initial estimates of the unknown true regression function, we aim to construct linearly aggregated estimators that target the best performance among all…