Abstract:
:It is a relatively new insight of classical statistics that empirical data can contain information about causation rather than mere correlation. First algorithms have been proposed that are capable of testing whether a presumed causal relationship is compatible with an observed distribution. However, no systematic method is known for treating such problems in a way that generalizes to quantum systems. Here, we describe a general algorithm for computing information-theoretic constraints on the correlations that can arise from a given causal structure, where we allow for quantum systems as well as classical random variables. The general technique is applied to two relevant cases: first, we show that the principle of information causality appears naturally in our framework and go on to generalize and strengthen it. Second, we derive bounds on the correlations that can occur in a networked architecture, where a set of few-body quantum systems is distributed among some parties.
journal_name
Nat Communjournal_title
Nature communicationsauthors
Chaves R,Majenz C,Gross Ddoi
10.1038/ncomms6766subject
Has Abstractpub_date
2015-01-06 00:00:00pages
5766issn
2041-1723pii
ncomms6766journal_volume
6pub_type
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