Sentence examples for minimizing over the from inspiring English sources

On the other hand, in order to handle the nonconvexity of the optimization problem, we use an iterative alternating minimization approach: minimizing over the coding matrix while maintaining fixed the latent source matrix and viceversa.

Tighter LLRs can be produced by tracking global minimum distances rather than just minimizing over the per stream LLRs.

A perhaps more striking result is that (obtained by minimizing over the 10 classification methods) and (obtained by minimizing over the 22 combinations of classification methods and gene selection methods) also carry a substantial bias, especially in the colon data set.

Algorithm 4 exploits this approach to construct a table of shortest paths for all pairs of taxa i and j, minimizing over the small set of possible numbers k of genome duplication events.

The weights for the 26 genes were retained from the original GEPR, to minimize over-fitting the model.

In order to minimize over-parameterization, the model was allowed to estimate outputs using the best three input parameters.

The optimization problem is to minimize over the following expression: (6).

This average maximum loss is then minimized over the class of designs.

The residue is minimized over the elements, after that the shape function is applied to the obtained equation.

In most cases, the former type ends up designing a complex objective function to be minimized over the solution space.

where arg min is the value of θ for which the given function is minimized over the given data set.