Sentence examples for dependent on the kernel from inspiring English sources

In particular, the nonlinear term (|u'|^{rho} u") is difficult to analyze, and the result of the energy decay is dependent on the kernel g.

Kernel Density Estimation aims to measure the density of observations falling into a predetermined window using a kernel (Moon et al., 1995), though it suffers from the high computational cost, and the results are dependent on the kernel length.

Finally, a positive definite kernel is formulated based on DTW and geodesic distances on the unit n-sphere for activity classification, using these time-dependent BoW features.

Depending on the kernel type, this can be the degree of a polynomial kernel d or the width of a RBF kernel ρ.

Moreover, we also found that the integration performance varies significantly by the choice of kernel and Laplacian, which proves our previous point that the KL performance is highly dependent on the quality of kernel and Laplacian.

The success of kernel methods is very much dependent on the choice of kernels.

Hence, the size of the kernel is dependent on the dataset and the image descriptor.

The one is dependent on the other".

Early work focused on learning the kernel as a linear combination of given base kernels (Lanckriet et al., 2004).

This can be attributed to the fact that the hard margin MKL tends to be dependent on the discriminative ability of the base kernels [44].

For the high band image denoising, we derive an adaptive kernel that is dependent on the edge intensity and photometric similarity of subband images.