Structure learning in inverse Ising problems using ℓ 2-regularized linear estimator
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Statistical Mechanics: Theory and Experiment"
DOI: 10.1088/1742-5468/abfa10
Abstract: The inference performance of the pseudolikelihood method is discussed in the framework of the inverse Ising problem when the ℓ 2-regularized (ridge) linear regression is adopted. This setup is introduced for theoretically investigating the situation… read more here.
Keywords: network structure; linear regression; estimator; structure ... See more keywords
Inferring Cultural Landscapes with the Inverse Ising Model
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DOI: 10.3390/e25020264
Abstract: The space of possible human cultures is vast, but some cultural configurations are more consistent with cognitive and social constraints than others. This leads to a “landscape” of possibilities that our species has explored over… read more here.
Keywords: inverse ising; landscapes inverse; inferring cultural; ising model ... See more keywords