Optimization, Deep Learning, Convex Optimization, Optimal Performance, Approximation.
objective is highlighting both benefits and challenges and see whether there are trade offs that the researcher can benefit from. For simplicity, we consider minimization problems. Convex Optimization CO is a subfield of mathematical optimization that deals with minimizing specific convex function