Sentence examples for common penalization from inspiring English sources

Some of the most common penalization methods are the least absolute shrinkage and selection operator (lasso) [ 6], smoothly clipped absolute deviation (SCAD) [ 7], Dantzig selector [ 8], LARS [ 9], and the smooth integration of counting and absolute deviation (SICA) penalty [ 10].

We used L2 penalization (penalizing the squared norm of the parameter vector).

However, it is common to have penalizations in the efficiency as a result of including security features.

The topology optimization is implemented using the common solid isotropic material with penalization (SIMP) method.

The proposed objective function methodology is implemented using the common solid isotropic material with penalization (SIMP) method for topology optimization.

Since models selected this way are generally suboptimal in terms of prediction, likelihood penalization schemes are common practice.

Further, the hike in odds ratios accompanied with increasing age at marriage suggests that the policy planners should try to ensure that marriages take place only after legal minimum age of marriage by implementing the existing laws more effectively and spreading awareness among common citizens about the stringent penalization provisions for violating these laws.

In common material interpolation function such as extended solid isotropic material with penalization (SIMP) for multiple materials, Young's modulus is interpolated from those of several solids to a smaller value with respect to design variables whose number is same as the number of considered materials.

Common choices are a second-order difference structure that effectively penalizes second derivatives, or a simpler choice of Ω = λ I p that results in a penalization similar to ridge regression [ 24].

All penalized regression methods require input of one or more values for the penalization parameter(s).

MR. FERRER -- This isn't a penalization of Wall Street.