Structure estimation for discrete graphical models: Generalized covariance matrices and their inverses

Po-Ling Loh, Martin J. Wainwright. Structure estimation for discrete graphical models: Generalized covariance matrices and their inverses. 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 2096-2104, 2012. [doi]

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