Optimization, Deep Learning, Convex Optimization, Optimal Performance, Approximation.
over convex sets. It is interesting since in many cases, convergence time is polynomial. Linear programming (LP) and least square problem (LSP) are special cases of CO. A convex problem has the form presented below. There is, in general, no unique approach to tackle convex optimization problems.