Sentence examples for are regularized differently from inspiring English sources

In Jalali et al.'s work [34], the sum of two matrices are used to represent the parameters and these are regularized differently to learn both shared features and individual outliers for different tasks separately.

We address the balanced clustering problem where cluster sizes are regularized with submodular functions.

Once the spatial weights are regularized, we revert the orthogonal transform and obtain a spatial grid of regularized patterns.

To overcome the n≪ p problem, the FA are regularized by clustering.

As previously mentioned the integrals are regularized via an ultraviolet cutoff.

The empirical covariance estimates were regularized via the "shrunk" method, as recommended by Engemann and Gramfort65.

People who overstay their welcome could forfeit their chance of being regularized forever.

This problem is regularized by means of the Tikhonov method.

The original cost functional is regularized using surface and bulk energy terms.

So, ill-posed problems need to be regularized.

To avoid the ill-posed nature, the problem must be regularized by making (hopefully reasonable) assumptions.