1 citations · 3 across the 3 of their papers we have counts for
3 papers
math.FA2011★ 1 cited
On the Inclusion Relation of Reproducing Kernel Hilbert Spaces
Haizhang Zhang, Liang Zhao
To help understand various reproducing kernels used in applied sciences, we investigate the inclusion relation of two reproducing kernel Hilbert spaces. Characterizations in terms…
cs.LG2011★ 1 cited
Refinement of Operator-valued Reproducing Kernels
Yuesheng Xu, Haizhang Zhang, Qinghui Zhang
This paper studies the construction of a refinement kernel for a given operator-valued reproducing kernel such that the vector-valued reproducing kernel Hilbert space of the refine…
stat.ML2011★ 1 cited
Reproducing Kernel Banach Spaces with the l1 Norm II: Error Analysis for Regularized Least Square Regression
Guohui Song, Haizhang Zhang
A typical approach in estimating the learning rate of a regularized learning scheme is to bound the approximation error by the sum of the sampling error, the hypothesis error and t…