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Paper 1
Quantum d-separation and quantum belief propagation
Robert R. Tucci
- Year
- 2020
- Journal
- arXiv preprint
- DOI
- arXiv:2012.09635
- arXiv
- 2012.09635
The goal of this paper is to generalize classical d-separation and classical Belief Propagation (BP) to the quantum realm. Classical d-separation is an essential ingredient of most of Judea Pearl's work. It is crucial to all 3 rungs of what Pearl calls the 3 rungs of Causation. So having a quantum version of d-separation and BP probably implies that most of Pearl's Bayesian networks work, including his theory of causality, can be translated in a straightforward manner to the quantum realm.
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