Sentence examples for matrix regularization function from inspiring English sources

In this paper, we address this problem using an explicit matrix regularization function.

In this paper, for robust eigenphone matrix estimation using the regularization function J V), we propose an accelerated version of the incremental proximal descent algorithm[23, 24], which is fast and flexible and can be viewed as a natural extension of the incremental gradient algorithm[25] and the FISTA algorithm[22].

where pλ(|d|) is the regularization function.

Hence, group lasso is a good choice for eigenphone matrix regularization.

Secondly, trigonometric regularization function is designed and incorporated in the cost function to implement the state constraints.

The fluids are modeled as Bingham materials with a regularization function proposed by Papanastasiou (1987).

To alleviate the ill-posedness of SI problems a regularization technique is employed and a new regularization function for the time-domain SI is proposed.

Observe that the SCAD enjoys the three aforementioned attributes of a desirable regularization function.

This regularization function usually induces solutions that spread over a considerable part of the brain.

λ is a regularization parameter, and f is a regularization function depending on the regularization method such as Tikhonov regularization method, the total variation method, etc [ 25].

In what follows, nonnegative matrix factorization (NMF) and its extensions to different regularization functions are introduced.