Reducing Model Training Cost With Active Learning

A complete case study with a Gaussian Process model

Photo by nine koepfer on Unsplash

In regression analysis, labeling the training samples is usually time-consuming and takes a large portion of the computational budget.

In our engineering team, we face this kind of challenge all the time.