Stochastic optimization and sparse statistical recovery: Optimal algorithms for high dimensions

Alekh Agarwal, Sahand Negahban, Martin J. Wainwright. Stochastic optimization and sparse statistical recovery: Optimal algorithms for high dimensions. In Peter L. Bartlett, Fernando C. N. Pereira, Christopher J. C. Burges, Léon Bottou, Kilian Q. Weinberger, editors, Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States. pages 1547-1555, 2012. [doi]

Abstract

Abstract is missing.