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].
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.
As Popular Science notes, this is all similar to the ways in which many companies test and refine self-driving systems.
In this paper we show how to specify and refine self-adapting systems, by employing the state-based formalism called action systems.
And when we do, our cells know we are playing small and not being our highest, most developed and refined self.
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.
Uber wants to learn and refine how self driving cars act in the real world.
Our results provide those who seek to develop or refine pain self-management materials insights as to how their materials are, or may be, perceived by those who will use them.
