Nonparametric regression on Sobolev space Hm
-2Convergence RateWang and Jing (2022)
Evaluation results
| Method | Links | |
|---|---|---|
| Wang and Jing (2022)Imposed RKHS=Hm', m' > m/2, lambda=n^{-2m'/2m+d}, h=-, Type=KRR2025.01 | -2 | |
| Zhang et al. (2024)Imposed RKHS=Hm', m' > m/2tau, lambda=n^{-2m'/2m+d}, h=-, Type=SA2025.01 | -2 | |
| Eberts and Steinwart (2013)Imposed RKHS=HK, lambda=n^{-1}, h=n^{-1/2m+d}, Type=KRR2025.01 | -2 | |
| Hamm and Steinwart (2021)Imposed RKHS=HK, lambda=n^{-1}, h=n^{-1/2m+d}, Type=KRR2025.01 | -2 | |
| Theorem 1 (Fixed-Gaussian Spectral Algorithms)Imposed RKHS=HK, lambda=exp{-Cn^{2/2m+d}}, h=-, Type=SA2025.01 | -2 |