Sentence examples for by optimizing the prediction from inspiring English sources

These parameters have been estimated by optimizing the prediction process.

The fifth method consists of jointly optimizing the prediction filters by using the proposed weighted ℓ2 minimization technique where the weights κ j + 1 ( o ) are set to 1 α j + 1 ( o ).

The necessary back-ground on convex analysis and proximity operators [52, 53] is given in Appendix A. Now, we recall that our minimization problem (11) aims at optimizing the prediction filters by minimizing the ℓ1-norm of the difference between the current pixel x i,j and its predicted value.

Bayesian logistic regression utilizes the best features of both methods by employing the prior information about the success probability and recursively optimizing the prediction parameters to achieve the optimal classification/prediction rather than simple regression coefficient for classifiers [ 42- 44].

The second method consists of optimizing the prediction and update filters as proposed in [20, 38].

Each of them is found by optimizing the estimation and prediction part of the model.

Thus, by optimizing the combination of these two networks we obtained a good representation of membrane interactions while maintaining a good prediction performance.

This problem was solved by optimizing the synthesis of ZnO.

We also propose to jointly optimize the prediction filters by using an algorithm that alternates between filter optimization and weight computation.

Related to this fact, we propose to jointly optimize the prediction filters by using an algorithm that alternates between the optimization of the filters and the computation of the weights.

The most commonly used approaches optimize the prediction filters by minimizing the variance of the detail coefficients.