Much of machine learning is about minimizing a \term{cost function} (also called an \term{objective function} in the optimization community), which is a scalar function of several variables that ...

"IITM NPTEL Course: Data Science for Engineers" Single Variablle Optimization for Data Science" NPTEL Course:Optimization for Machine Learning" Optimisation for Machine Learning: Theory and ...

Abstract: This article presents the development of a technological tool that results in student learning about solving differential calculus optimization problems. This work is framed in a research ...

In the near term, programming quantum computers will remain severely limited by low quantum volumes. Therefore, it is desirable to implement quantum circuits with the fewest resources possible. For ...