Sentence examples for more regularization from inspiring English sources

In order to ensure reconstruction quality, two or more regularization terms were used to solve unconstrained optimization problem.

In addition, the cost functional is penalized by adding one or more regularization terms.

For example, when people read lists composed mainly of pseudowords, they make more regularization errors and show delayed RTs for exception (∼irregular) words (Baluch and Derek 1991; Monsell et al. 1992; Rastle and Coltheart 1999; Zevin and Balota 2000).

We define the network-constrained SVM given non-negative parameter λ as follows: (4) min β, b, ξ 1 2 β T β + λ β T L β + C ∑ i = 1 ∕ ξ i s. t. y i (β ⋅ x j + b ) ≥ 1 - ξ i, ξ i ≥ 0. Compared to Equation (1), the only difference is that we add one more regularization term λ β T Lβ into the objective function.

However, with an increasing weight of the regularization term, the tips of the crystal become more regular.

In this paper, we provide a more general regularization method for seeking a solution to a class of monotone variational inequalities in a real Hilbert space, where the regularizer is a hemicontinuous and strongly monotone operator.

The present paper is devoted to presenting a more general regularization method for a class of monotone variational inequality problems (MVIPs) with a monotone and hemicontinuous operator F over a nonempty, closed, and convex subset C of a real Hilbert space H.

Figure 6(D) shows a checkerboard image, similar to C but with more adequate regularization strength of α = 0.1.

The aim of this work was to explore more robust regularization-based solutions through the application of subspace preconditioned LSQR (SP-LSQR) to the study of model-based ECG inverse problems.

Over all, scarcely more than three hundred "regularization documents" have been issued by the Interior Ministry to applicants hopeful of receiving a cédula, the I.D. document essential for enjoying the rights of Dominican citizenship.

It allows to respect desired geometric properties during the restoration, and to control more precisely the regularization process.