The improved learning rate for regularized regression with RKBSs

Author:

Liu Huanxiang,Sheng Baohuai,Ye Peixin

Funder

The National Natural Science Foundation of China

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Software

Reference31 articles.

1. Aronszajn N (1950) Theory of reproducing kernels. Trans Am Math Soc 68:337–404

2. Belkin M, Niyogi P, Sindhwani V (2006) Manifold regularization: a geometric framework for learning from labeled and unlabeled examples. J Mach Learn Res 7:2399–2434

3. Bonesky T, Kazimierski KS, Maass P, Schöpfer F, Schuster T (2008) Minimization of Tikhonov functionals in Banach spaces. Abstr Appl Anal. doi: 10.1155/2008/192679 (article ID 192679, 19 pages)

4. Clarke FH, Ledyaev YS, Stern RJ, Wolenski PR (1998) Nonsmooth analysis and control theory. Springer, Berlin

5. Cucker F, Smale S (2001) On the mathematical foundations of learning theory. Bull Am Math Soc 39:1–49

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