There are several forms of regularization. The two most common forms are called L1 and L2 regularization. This article focuses on L1 regularization, but I'll discuss L2 regularization briefly. You can ...

There are two primary strategies that have been introduced to tackle the scalability challenge: layer-1 (L1) and layer-2 (L2) solutions. While L1 solutions seek to optimize the base layer of a ...

Our data science expert continues his exploration of neural network programming, explaining how regularization addresses the problem of model overfitting, caused by network overtraining. Neural ...