High-dimensional loading parameters are allowed in our development, under reasonable theoretical conditions. Thus, we propose a regularized estimation procedure to select the significant nonzero ...

To minimize the error, we need to minimize the Linear Regression Cost Function. Lesser the cost function, better the learning, more accurate will be the predictions.

Nonlinear programming is a numerical technique of computing the "optimum levels" of "activities" for an organization or enterpreneur wishing to maximize an "objective function" (say, profit). While ...

Cite this article Zhang, H., Abraham, N., Khan, L. et al. Correction: Corrigendum: RNAi-based biosynthetic pathway screens to identify in vivo functions of non-nucleic acid–based metabolites ...