Optimization, Deep Learning, Convex Optimization, Optimal Performance, Approximation.
Humans have been enjoying convex optimization (CO) for many years compared to the few contexts where they had to deal with non-convex optimization (NCO). However, over the last decade, non-convex optimization became more crucial and important than before. In fact, with the emergence of deep