ML Anthology

Maximum Uncertainty Procedures for Interval-Valued Probability Distributions

Michael Pittarelli
UAI 1989
/uai/1989/pittarelli1989uai-maximum/

Abstract

Measures of uncertainty and divergence are introduced for interval-valued probability distributions and are shown to have desirable mathematical properties. A maximum uncertainty inference procedure for marginal interval distributions is presented. A technique for reconstruction of interval distributions from projections is developed based on this inference procedure

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Text

Pittarelli. "Maximum Uncertainty Procedures for Interval-Valued Probability Distributions." Conference on Uncertainty in Artificial Intelligence, 1989.

Markdown

[Pittarelli. "Maximum Uncertainty Procedures for Interval-Valued Probability Distributions." Conference on Uncertainty in Artificial Intelligence, 1989.](https://mlanthology.org/uai/1989/pittarelli1989uai-maximum/)

BibTeX

@inproceedings{pittarelli1989uai-maximum,
  title     = {{Maximum Uncertainty Procedures for Interval-Valued Probability Distributions}},
  author    = {Pittarelli, Michael},
  booktitle = {Conference on Uncertainty in Artificial Intelligence},
  year      = {1989},
  url       = {https://mlanthology.org/uai/1989/pittarelli1989uai-maximum/}
}