Non-Uniform Stochastic Average Gradient Method for Training Conditional Random Fields

Mark Schmidt, Reza Babanezhad, Mohamed Osama Ahmed, Aaron Defazio, Ann Clifton, Anoop Sarkar. Non-Uniform Stochastic Average Gradient Method for Training Conditional Random Fields. In Guy Lebanon, S. V. N. Vishwanathan, editors, Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, AISTATS 2015, San Diego, California, USA, May 9-12, 2015. Volume 38 of JMLR Proceedings, JMLR.org, 2015. [doi]

Abstract

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