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- W2768443375 abstract "A central question for causal inference is to decide whether a set of correlations fits a given causal structure. In general, this decision problem is computationally infeasible and hence several approaches have emerged that look for certificates of compatibility. Here, we review several such approaches based on entropy. We bring together the key aspects of these entropic techniques with unified terminology, filling several gaps and establishing new connections, all illustrated with examples. We consider cases where unobserved causes are classical, quantum and post-quantum, and discuss what entropic analyses tell us about the difference. This difference has applications to quantum cryptography, where it can be crucial to eliminate the possibility of classical causes. We discuss the achievements and limitations of the entropic approach in comparison to other techniques and point out the main open problems." @default.
- W2768443375 created "2017-12-04" @default.
- W2768443375 creator A5032175841 @default.
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- W2768443375 date "2017-01-01" @default.
- W2768443375 modified "2023-09-23" @default.
- W2768443375 title "Entropy inequalities for examples 2.24 and 3.7 from Analysing causal structures with entropy" @default.
- W2768443375 doi "https://doi.org/10.6084/m9.figshare.5602798.v1" @default.
- W2768443375 hasPublicationYear "2017" @default.
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