Quantum Circuit For Discovering from Data the Structure of Classical Bayesian Networks
Quantum Physics
2014-04-02 v1
Abstract
We give some quantum circuits for calculating the probability of a graph given data . together with a transition probability matrix for each node of the graph, constitutes a Classical Bayesian Network, or CB net for short. Bayesian methods for calculating have been given before (the so called structural modular and ordered modular models), but these earlier methods were designed to work on a classical computer. The goal of this paper is to "quantum computerize" those earlier methods.
Keywords
Cite
@article{arxiv.1404.0055,
title = {Quantum Circuit For Discovering from Data the Structure of Classical Bayesian Networks},
author = {Robert R. Tucci},
journal= {arXiv preprint arXiv:1404.0055},
year = {2014}
}
Comments
20 pages (9 files: 1 .tex, 2 .sty, 6 .eps)