• GRID for model structure discovering in high dimensional regression 

    Giordano, Francesco; Lahiri, Soumendra Nath; Parrella, Maria Lucia (2014)
    Given a nonparametric regression model, we assume that the number of covariates d → ∞ but only some of these covariates are relevant for the model. Our goal is to identify the relevant covariates and to obtain some ...