Learn how to use L1 and L2 regularization to select the best features for your data model, and what are the benefits and challenges of this technique.

The use of ridge regression is illustrated by developing a prognostic index for the two-year survival probability of patients with ovarian cancer as a function of their deoxyribonucleic acid (DNA) ...

This paper develops a convex approach for sparse one-dimensional deconvolution that improves upon L1-norm regularization, the standard convex approach. We propose a sparsity-inducing non-separable non ...

Chipolo's One and Card Point trackers are great options for Android users who want to keep tabs on their phone and wallet.

PNOPT is compatible with the function generators included with TFOCS that accept vector arguments so users can use these generators to create commonly used smooth and nonsmooth functions. Please refer ...