Optimization Algorithms, Optimization Techniques, Machine Learning, Deep Learning, Convex Optimization.
(in the entire range). Well-known examples of convex functions of a single variable include the quadratic function (x²) and the exponential function (e^x). In machine learning, we prefer that the Loss functions are not only convex but also continuous and differentiable. For example, the loss