81 citations · 273 across the 10 of their papers we have counts for
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stat.ML2020★ 2 cited
Causal learning with sufficient statistics: an information bottleneck approach
Daniel Chicharro, Michel Besserve, Stefano Panzeri
The inference of causal relationships using observational data from partially observed multivariate systems with hidden variables is a fundamental question in many scientific domai…
stat.ML2019★ 1 cited
Conditionally-additive-noise Models for Structure Learning
Daniel Chicharro, Stefano Panzeri, Ilya Shpitser
Constraint-based structure learning algorithms infer the causal structure of multivariate systems from observational data by determining an equivalent class of causal structures co…