Asymptotics of Gaussian Regularized Least-Squares
We consider regularized least-squares (RLS) with a Gaussian kernel. Weprove that if we let the Gaussian bandwidth $\sigma \rightarrow\infty$ while letting the regularization parameter $\lambda\rightarrow 0$, the RLS solution tends to a polynomial whose order iscontrolled by the relative rates of dec...
| المؤلفون الرئيسيون: | , |
|---|---|
| اللغة: | en_US |
| منشور في: |
2005
|
| الموضوعات: | |
| الوصول للمادة أونلاين: | http://hdl.handle.net/1721.1/30577 |