Sentence examples for in a reproducing from inspiring English sources

The framework is expressed in the form of a regularized fitting problem in a Reproducing Kernel Hilbert Space.

The proposed DKLLE aims to nonlinearly extract the discriminant information by maximizing the interclass scatter while minimizing the intraclass scatter in a reproducing kernel Hilbert space.

STPMSVM has a special case of TPMSVM when each ellipsoid cluster is a unit ball in a reproducing kernel Hilbert space.

On one hand, with a nonlinear supervised distance measure, DKLLE considers both the intraclass scatter information and the interclass scatter information in a reproducing kernel Hilbert space (RKHS), and emphasizes the discriminant information.

The latent features are learned between the source and target domains in a reproducing kernel hilbert space [111] using the maximum mean discrepancy [10] as a marginal distribution measurement criteria.

This paper presents another sparsification method for the APSM approach to the online classification task by generating a sequence of linear subspaces in a reproducing kernel Hilbert space (RKHS).

Note, this graph is the same as that shown in Figure  4 A, reproduced here for convenience.

In addition, a reproducing kernel with polynomial form will be constructed.

b An enlarged image of an inflated balloon catheter (green dotted area in a) (Reproduced with permission from Ref. [16], Copyright © 2011, Rights Managed by Nature Publishing Group).

P is a reproducing cone in X. Proof.

Then P is a reproducing cone in X. Lemma 2.4 (Krein-Rutman) [8].