Tree-structured Ising models can be learned efficiently.

Constantinos Daskalakis, Qinxuan Pan

Type: Article

Publication Date: 2020-10-28

Citations: 3

Locations

arXiv (Cornell University) - View

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+	Near-Optimal Learning of Tree-Structured Distributions by Chow-Liu	2020	Arnab Bhattacharyya Sutanu Gayen Eric Price N. V. Vinodchandran
+	Outlier-Robust Learning of Ising Models Under Dobrushin's Condition	2021	Ilias Diakonikolas Daniel M. Kane Alistair Stewart Yuxin Sun
+ PDF Chat	Chow-Liu++: Optimal Prediction-Centric Learning of Tree Ising Models	2022	Enric Boix-Adserà Guy Bresler Frederic Koehler

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