Machine Learning, Cost Function, Convex Optimization.
that is why we generally use “Mean Squre Error” and/or “Crossentropy” loss functions in deep-learning. Some good references: A list of cost functions used in neural networks, alongside applications begingroup$ What are common cost functions used in evaluating the performance of neural networks?