Interaction Screening: Efficient and Sample-Optimal Learning of Ising Models

Marc Vuffray, Sidhant Misra, Andrey Y. Lokhov, Michael Chertkov. Interaction Screening: Efficient and Sample-Optimal Learning of Ising Models. In Daniel D. Lee, Masashi Sugiyama, Ulrike V. Luxburg, Isabelle Guyon, Roman Garnett, editors, Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain. pages 2595-2603, 2016. [doi]

Abstract

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