Abstract
Data Science problems have attracted tremendous interest in recent years due to society's unprecedented ability to gather data thatmust be processed.In this context, there has been a resurgence of convex optimization techniques and their extensions, which have been proven to be essential for training of the machine learning models that are fundamental in modern Artificial Intelligence (AI…