Sentence examples for by regularizing the coefficient from inspiring English sources

We then analyze the cause for this behavior and propose a remedy to prevent the degradation by regularizing the coefficient(s) of the equalizer, and use the regularized equalizer for SNRs beyond the threshold value.

Specifically, this is achieved by regularizing the wavelength dependant Jacobian matrix prior to mixing with the spectral coefficients, a completely new method where the regularization does not affect the mapping of absorption changes onto chromophore concentrations, thereby providing a much more accurate spectral inversion technique.

We achieve this by regularizing the L2-norm of the model parameters using a regularization factor.

The solution are obtained by regularizing the system of equations by means of the TSVD method.

The solution is obtained by regularizing the system of equations by the Tikhonov method.

(2013) recently proposed Laplacian sparse coding by regularizing the sparse codes with an affinity graph.

Furthermore, the similarity between the tasks is facilitated by regularizing the task specific weights.

They proved two strong convergence results by regularizing the nonexpansive mapping T using contractions.

In the first step the blur is estimated from the blurred photograph by regularizing the image gradients with a mixture of Gaussian distributions and by regularizing the blur with a mixture of exponential distributions.

The proposed TSA scheme decreases the transmission overhead by regularizing the radio resources for individual traffic bursts.

Recently, Moudafi and Maingé [2] studied the VI (1.2) by regularizing the mapping and defined as the unique fixed point of the equation (1.3).