6 citations · 6 across the 2 of their papers we have counts for
2 papers
math.ST2018
The Goldenshluger-Lepski Method for Constrained Least-Squares Estimators over RKHSs
Stephen Page, Steffen Grünewälder
We study an adaptive estimation procedure called the Goldenshluger-Lepski method in the context of reproducing kernel Hilbert space (RKHS) regression. Adaptive estimation provides…
math.ST2017★ 6 cited
Ivanov-Regularised Least-Squares Estimators over Large RKHSs and Their Interpolation Spaces
Stephen Page, Steffen Grünewälder
We study kernel least-squares estimation under a norm constraint. This form of regularisation is known as Ivanov regularisation and it provides better control of the norm of the es…