ML, Optimisation, Convex Optimization, Price Optimization.
Optimisation In most of the machine learning problems we come across loss surfaces which are non-convex in nature. Hence they will have multiple local minimum. Hence while solving for such non-convex problems it may be simpler and less computationally intensive if we “convexify” a problem (make it