Sentence examples for regularization function from inspiring English sources

where J V) denotes a regularization function (known as regularizer) for V.

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

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

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.

The regularization function in [6] is then relaxed with its tightest convex approximation.

Some of the widely used regularization functions are Tikhonov-type regularizer [6, 7] and total variation-type regularizer [4, 8, 9].

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

For a more detailed overview on regularization functions applied to structured sparsity problems, see [14 16] and references therein.

First, we identify controller structure by incorporating regularization functions into the optimal control problem and, second, we optimize the controller over the identified structure.

To determine which TBM designs gave greatest statistical power, we compared different linear and nonlinear registration parameters (including different regularization functions), and different numerical summary measures derived from the maps.