论文标题
量子d分离和量子信念传播
Quantum d-separation and quantum belief propagation
论文作者
论文摘要
本文的目的是将经典的D分隔和经典信仰传播(BP)概括为量子领域。古典D分开是犹太珍珠作品中大多数工作的重要组成部分。这对于珍珠所谓的3个因果关系的所有3个rungs至关重要。因此,拥有量子版本的D-分离和BP可能意味着,珍珠的大多数贝叶斯网络(包括他的因果关系理论)都可以直接地转化为量子领域。
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.