Editorial Special Issue on Causality: Fundamental Limits and Applications.

Negar Kiyavash,Elias Bareinboim, Todd P. Coleman, Alex Dimakis, Bernhard Schlkopf,Peter Spirtes,Kun Zhang ,Robert Nowak

IEEE J. Sel. Areas Inf. Theory(2023)

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摘要
Causal determinism, is deeply ingrained with our ability to understand the physical sciences and their explanatory ambitions. Besides understanding phenomena, identifying causal networks is important for effective policy design in nearly any avenue of interest, be it epidemiology, financial regulation, management of climate, etc. This special issue covers several areas where causal inference research intersects with information theory and machine learning.
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