Haotian Lin

New Gaussian spectral algorithms achieve optimal rates in misspecified learning

Researchers have developed fixed-bandwidth Gaussian kernel spectral algorithms that achieve minimax optimal convergence rates in nonparametric regression, even when the true regression function is misspecified. These al…