On the Linear Convergence of the Proximal Gradient Method for Trace Norm Regularization

Ke Hou, Zirui Zhou, Anthony Man-Cho So, Zhi-Quan Luo. On the Linear Convergence of the Proximal Gradient Method for Trace Norm Regularization. In Christopher J. C. Burges, Léon Bottou, Zoubin Ghahramani, Kilian Q. Weinberger, editors, Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States. pages 710-718, 2013. [doi]

Abstract

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