Rather, models learn about data (and data structures), then, using multiple layers of non-linear feedback, learn important features of the data and even self-refine.
To optimize performance given the relatively high number of dimensions in our grid searches (Additional file 1: Table S1), we used a grid that dynamically self-refined around the parameter regions in which the objective function was lowest.
One option for implementing such self-refinement is to use an EM-based stochastic optimization algorithm to refine the GMM parameters encoding the movement, similarly as in [18].
The self-refining effect in the MIEA joint was discussed in terms of the cooling behavior and the large dilution of base material.
The grain self-refining effect of the MIEA joint along with alloying of the weld metal were found to have a profound impact on the mechanical properties of the welded joints.
Part of the problem with so many of the new luxury towers is that they look so self-consciously refined.
They are fine, but it seems to both of us that they offer the kind of food and atmosphere not hard to find in most European capitals; self-consciously refined, artfully presented, comparatively expensive.
Any measure that might be passed in Congress's new session will be a tepid compromise, leaving the influence of Pemex's union intact, and limiting the private investment needed if Mexico is to achieve self-sufficiency in refining and replace its reserves.Energy reform is hardly the president's only problem.
And when we do, our cells know we are playing small and not being our highest, most developed and refined self.
Knowledge generation resulting from analysis of "health-seeking behavior" would ultimately become advantageous in the establishment of health education and individualized nursing; both aiming at refining self-care abilities and health.
As a one-night stand turns into something more, the film explores the notion that to meet someone new, not least a potential partner, is also to rethink who you are, an invitation to shape and refine the self you wish to project.
