Propagation of 2-Monotone Lower Probabilities on an Undirected Graph
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).
Cite
Text
Chrisman. "Propagation of 2-Monotone Lower Probabilities on an Undirected Graph." Conference on Uncertainty in Artificial Intelligence, 1996.Markdown
[Chrisman. "Propagation of 2-Monotone Lower Probabilities on an Undirected Graph." Conference on Uncertainty in Artificial Intelligence, 1996.](https://mlanthology.org/uai/1996/chrisman1996uai-propagation/)BibTeX
@inproceedings{chrisman1996uai-propagation,
title = {{Propagation of 2-Monotone Lower Probabilities on an Undirected Graph}},
author = {Chrisman, Lonnie},
booktitle = {Conference on Uncertainty in Artificial Intelligence},
year = {1996},
pages = {178-185},
url = {https://mlanthology.org/uai/1996/chrisman1996uai-propagation/}
}