Optimization, Deep Learning, Convex Optimization, Optimal Performance, Approximation.
sensitive to algorithm parameter values, which may need to be adjusted for a particular problem, or family of problems. To sum it up, roughly speaking, local optimization methods, used in non-convex optimization, are more art than technology. In contrast, except some cases on the boundary of what