Sentence examples for by a regularization parameter from inspiring English sources
The sparsity of the representatives is controlled by a regularization parameter based on both spatial and temporal dissimilarities.
The phase field model replaces the sharp discontinuities with a scalar damage field representing the diffuse crack topology through controlling the amount of diffusion by a regularization parameter.
We used the maximum entropy principle calculation of the program to find this estimated distribution; thus, the result was the closest to a uniform distribution with a mean that was closest to the observed mean value from known occurrences, achieved by a regularization parameter.
In general, regularization techniques involve an addition of a second term that can be adjusted to minimize image artifacts from experimental noise by controlling a regularization parameter at the cost of reducing image spatial resolution.
Equivalently the estimator is the solution of the following minimization problem: (3) where λ≥0 is a regularization parameter specified by user that controls the size of the estimated neighborhood, and hence the sparsity of the network.
