Optimization, Deep Learning, Convex Optimization, Optimal Performance, Approximation.
learning (DL), researchers needed to deal with non-convex optimization more and more given the benefits hidden behind its complexity. In this article, I will first present both convex and non-convex optimization before getting into some interesting insights related to non-convex optimization. The