119 citations · 190 across the 18 of their papers we have counts for
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cs.IT2026
Statistical Dark Matter: Synergy is everywhere but is hard to capture
Alberto Liardi, Fernando E. Rosas, Daniele Marinazzo +3
The information-theoretic construct of synergy refers to the statistical structure that is contained in three or more variables, but not in any subset of them. Here we leverage rec…
physics.soc-ph2026
From description to design: Automated engineering of complex systems with desirable emergent properties
Thomas F. Varley, Josh Bongard
The study of complex systems has produced a huge library of different descriptive statistics that scientists can use to describe the various emergent patterns that characterize com…
cs.IT2026
The many faces of multivariate information
Thomas F. Varley
Extracting higher-order structures from multivariate data has become an area of intensive study in complex systems science, as these multipartite interactions can reveal insights i…