Sentence examples similar to regularization 1 from inspiring English sources

The common mathematical solution implemented today, for both 1D and 2D data, is based on L 2 -norm regularization [ 16, 17, 53- 55].

This motivates new regularization methods [9, 10, 24, 54, 55].

Most of models focus on the regularizations as length regularization [3], mean curvature regularization [22], and H1 regularization [26].

Such a process is called regularization [14].

MaxEntL1 ∙ (multinomial logistic regression with L1 regularization) [27].

In the image PR field, the image regularization, such as l 1 regularization [13, 14], is focused by researchers.

Evgeniou et al. introduced an approach that uses graph-based regularization [29, 30].

The early approaches used least square (LS) [21] and Tikhonov regularization [22] as priors.

To enforce this spatial smoothness, we utilize the spatial regularization [62] in MFF.

Then manifold regularization [44] is applied with a second linear regression model.

Bayesian learning is beneficial to deal with sparse representation [9] and model regularization [7].