Quick Navigation
Topics
Quantum Error Correction Fault Tolerance
Open Quantum Systems Decoherence
Quantum State Preparation Representation
Entanglement Theory Quantum Correlations
Quantum d-separation and quantum belief propagation
arXiv
Authors: Robert R. Tucci
Year
2020
Paper ID
18387
Status
Preprint
Abstract Read
~2 min
Abstract Words
79
Citations
N/A
Abstract
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.
Why This Paper Matters
- This paper contributes to the Quantum Error Correction & Fault Tolerance research area in the Quantum Articles archive.
- It adds a 2020 reference point for readers tracking recent quantum research.
- The goal of this paper is to generalize classical d-separation and classical Belief Propagation (BP) to the quantum realm.
Paper Tools
Become a member to use research tools
Sign in to open papers, visit source links, share, cite, compare, copy DOI links, request category corrections, and build your reading list.
Show Paper arXiv Publisher Share
Cite This Paper
Copy URL
Compare
Copy DOI Add to Reading List
Category Correction Request
Category Correction Request
Help us improve classification quality by proposing a better category. Every request is reviewed by an admin.
Sign in to submit a category correction request for this paper.
Log In to SubmitReferences & Citation Signals
Community Reactions
Quick sentiment from readers on this paper.
Score:
0
Likes: 0
Dislikes: 0
Sign in to react to this paper.
Discussion & Reviews (Moderated)
Average Rating: 0.0 / 5 (0 ratings)
No written reviews yet.