Sentence examples for no penalization from inspiring English sources

It can be seen that the penalty on outliers is increasing with p. Indeed, as p→0 the penalty of the corresponding cost function on non-zero values approaches l0-norm cost function (where any non-zero value is equally penalized and there is no penalization of larger values).

We have to take into account that packet losses are not retransmitted, so there is no penalization to the delay; however, the negative influence in the quality of the received video is excessive.

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

Some standard choices include BIC, λ n = 0.5 log(n)/ n, and AIC, λ n = 1/ n, however, no 'universally' optimal penalization criterion is available.

For valuation, it seems natural to view uncertainty aversion as a penalization to the no-good-deal restriction in the sense that it implies good-deal bounds under uncertainty that are wider than in the absence of uncertainty.

Solid obstacles of arbitrary shape are taken into account using the volume penalization method to impose no-slip boundary condition.

But the more east you go, EU or no, the more penalizations you run into.

However, it is by no means clear that the performance of L1 penalization with respect to selection can be bettered.

An additional problem with penalization approaches is that there are no efficient ways of obtaining a confidence interval or P-value for a coefficient.

However, when analyzing high-dimensional categorical data the main problem that there is no rationale for the choice of the amount of penalization controlled by the value of the penalty term for consistent variable selection still remains [ 20].

In this case, the marker effects were derived using RR since this method allows fitting all markers simultaneously in the model (i.e. taking LD into account), with the same penalization across the genome (i.e. no marker-specific shrinkage).