Sentence examples for approximation matrix from inspiring English sources

Then, we regard the learning on each generated Nyström approximation matrix Kp as one view.

In this article, asymptotic error bounds on eigenvalues and eigenvectors are derived for the Nyström low-rank approximation matrix.

These four approaches tackle an equivalent weighted low rank approximation problem, but different algorithms are used to come up with the best approximation matrix.

While KMHKS only adopts one kernel function, so a multi-kernel classification machine with reduced complexity named Nyström approximation matrix with multiple KMHKSs (NMKMHKS) has been developed.

The elements of the approximation matrix are expressed in Eqs.

The diagonal elements of the approximation matrix are set to zero7 for consistency with Fig. 3.

In practice, we first generate different Nyström approximation matrices Kps for the gram matrix G of the given single source patterns.

For linear problems, all such stable methods lead to rational polynomial approximation matrices B, and hence the need to solve quadratic polynomial equations.

Given a protein expression profile with p samples across n m/z ratios MICA conducts a L-level column-wise DWT for input data to obtain wavelet coefficients, which consist of total L detail coefficient matrices: and an approximation coefficient matrix i.e., where 2. Redundant global feature suppressing and local feature extraction.

In the state space method (SSM), a system of eight coupled first order differential equations is solved for each shell substructure using the Padé approximation for matrix exponentiation.

This produces the approximation coefficients matrix (LL sub-band) and a set of detail coefficients (H L,L H, and HH sub-bands).