Optimization, Deep Learning, Convex Optimization, Optimal Performance, Approximation.
issue of convex optimization became very important to the ML community and consequently some scientific meetings have been devoted solely to this issue, such as the NIPS 2015 Workshop on Non-convex Optimization for Machine Learning: Theory and Practice. Despite the guarantees achieved in individual