Sentence examples for an regularization from inspiring English sources

(10) Multitask pathway-based learning: This refers to our technique, which minimizes the sum of logistic loss over the two tasks with an regularization penalizing the difference between the pathway summaries.

It is likely a regularization, but an explicit description should be provided.

Then, a regularization by a means of Bayes's rule is considered in a probabilistic approach.

Hence, for this latter situation, a regularization over a narrow temperature range is not necessary.

A typical objective function consists of an error term and a regularization term.

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

The inverse problem is formulated as an optimization problem with a regularization term.

A regularization algorithm with a computational error for treating accretive operators is investigated.

where ε is a regularization parameter penalizing large a x.

where f is the edge map of an image, and variable μ is a regularization parameter.

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].