An asymptotic analysis of generative, discriminative, and pseudolikelihood estimators

Percy Liang, Michael I. Jordan. An asymptotic analysis of generative, discriminative, and pseudolikelihood estimators. In William W. Cohen, Andrew McCallum, Sam T. Roweis, editors, Machine Learning, Proceedings of the Twenty-Fifth International Conference (ICML 2008), Helsinki, Finland, June 5-9, 2008. Volume 307 of ACM International Conference Proceeding Series, pages 584-591, ACM, 2008. [doi]

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