2 code implementations • 23 Nov 2021 • Dohyeong Ki, Billy Fang, Adityanand Guntuboyina
MARS fits simple nonlinear and non-additive functions to regression data.
no code implementations • 4 Mar 2019 • Billy Fang, Adityanand Guntuboyina, Bodhisattva Sen
We show that the finite sample risk of these LSEs is always bounded from above by $n^{-2/3}$ modulo logarithmic factors depending on $d$; thus these nonparametric LSEs avoid the curse of dimensionality to some extent.