Propagation of 2-Monotone Lower Probabilities on an Undirected Graph
Artificial Intelligence
2013-02-18 v1
Abstract
Lower and upper probabilities, also known as Choquet capacities, are widely used as a convenient representation for sets of probability distributions. This paper presents a graphical decomposition and exact propagation algorithm for computing marginal posteriors of 2-monotone lower probabilities (equivalently, 2-alternating upper probabilities).
Keywords
Cite
@article{arxiv.1302.3569,
title = {Propagation of 2-Monotone Lower Probabilities on an Undirected Graph},
author = {Lonnie Chrisman},
journal= {arXiv preprint arXiv:1302.3569},
year = {2013}
}
Comments
Appears in Proceedings of the Twelfth Conference on Uncertainty in Artificial Intelligence (UAI1996)