Sentence examples for penalization as from inspiring English sources

Similarly, the score-based learning methods such as the penalized maximum likelihood estimation [ 13] rely on parameters controlling the penalization as a function of complexity.

Therein, the appropriate rank may either be enforced as a hard constraint or estimated by penalization as in [17].

However, the risk of topological errors is also increased, and therefore we use the same penalization as in the fourth case.  .

Participants believe that this strict control and penalization as a response to reported cases has led to dishonest reporting of infection control data.

The MCP [Breheny and Huang, 2008; Zhang, 2007] is a nonconvex penalty that applies the same rate of penalization as the Lasso when the coefficients are near zero.

The results obtained clearly show that the proposed diagnostic depends on the calibration and soft-calibration variables, on the penalization term, as well as on the parameter to estimate.

The topology optimization problem is solved using a new penalization scheme as an alternative to the SIMP (power law) approach.

Element density distribution contours of mixing multiple material densities are linked to Solid Isotropic Material with Penalization (SIMP) as a design model.

We begin by studying the volume penalization term as it appears in both procedures.

With respect to actually fitting the models, convergence can readily be achieved either by choosing to include a set of parameters that is known to be identifiable or by using penalization techniques as proposed by Li et al. [2009].

This approach, however, has limitations, such as penalization of specific predictions (see Discussion).