Machine Learning, Cost Function, Convex Optimization.
probability diverges from the actual label. As I sais these two famous loss functions guarantee a convex optimization problem: So if we find a point for which the derivates of the cost function is null this point is our optimal point and we reach it using the famous gradient descent: We take an