Sentence examples for prior imposed from inspiring English sources

Finally, to test the effect of the regularization prior on predictive power and STRF shape, we fitted the same linear model used by NRC (Eq. 5), but with an L1 regularizer (Eq. 4) instead of the lowpass Gaussian prior imposed by NRC (we refer to this model as linear L1).

Because the Meridian prior imposes a more stringent constraint on the energy localization than the Laplace prior, the proposed MMP method can achieve a better DOA estimation, which is embodied in higher resolution and less false targets.

Since the Meridian prior imposes a more stringent constraint on the sparsity of signal, the proposed MMP algorithm is superior to the conventional method that minimizes the l 1-norm of signal, equivalent to imposing a Laplace prior on a signal.

This prior imposes a penalty against inconsistencies of topologies that require too many SPR operations to be resolved.

A Dirichlet 1, 1, 1, 1) prior was imposed on [U, T, B, N].

But talks will take place next week to resolve outstanding issues such as prior penalties imposed by the SFA.

However, this would not change the fact that Laplace prior is imposed on the original signals, as shown in Equation 12.

We further extend the MLE to a Bayesian learning where a Dirichlet conjugate prior is imposed on each of the parameters.

To compute posteriors, Beta (0.5,0.5) priors were imposed on the probabilities of moving from one box to another box in flowchart.

Numerous prior decisions impose on us the obligation to protect the continuing availability of the franchise for all citizens, not to sanction its prolonged deferment or deprivation.

"In trying to push through these changes, prior to imposing a new contract the government failed to give proper consideration to the equalities impact this contract could have on junior doctors.