Convergence of Cubic Regularization for Nonconvex Optimization under KL Property

Yi Zhou, Zhe Wang, Yingbin Liang. Convergence of Cubic Regularization for Nonconvex Optimization under KL Property. In Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, Roman Garnett, editors, Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada. pages 3764-3773, 2018. [doi]

Abstract

Abstract is missing.