Lowell Leow, John Kit Chung Tam, Poh Pei Kee, Amanda Zain
Healthcare sustainability in cardiothoracic surgery
ANZ journal of surgery
humans animals learn much better examples randomly presented organized meaningful order illustrates gradually concepts gradually complex ones formalize training strategies context machine learning call curriculum learning context recent research studying difficulty training presence nonconvex training criteria deep deterministic stochastic neural networks explore curriculum learning various setups experiments show significant improvements generalization achieved hypothesize curriculum learning effect speed convergence training process minimum case nonconvex criteria quality local minima obtained curriculum learning seen particular form continuation method general strategy global optimization nonconvex functions