Sparse Logistic Regression Learns All Discrete Pairwise Graphical Models

Shanshan Wu, Sujay Sanghavi, Alexandros G. Dimakis

Feb-13-2026, 12:17:31 GMT–Neural Information Processing Systems

Structure learning is the task of finding the dependency graph of a Markov random field (MRF) given i.i.d.

artificial intelligence, logistic regression, machine learning, (17 more...)

Neural Information Processing Systems

Feb-13-2026, 12:17:31 GMT

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