Optimization, Deep Learning, Convex Optimization, Optimal Performance, Approximation.
explicit rate of convergence. Sometimes, if we start close enough to the global optimum, we can achieve a local convergence to the global optimum. However, it is very expensive in terms of time and applied to specific cases. Beyond that, the global convergence to the global minimum happens when we