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Representation Dependence in Probabilistic Inference (2004)

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by Joseph Y. Halpern , Daphne Koller
Venue:JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH
Citations:18 - 1 self
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BibTeX

@MISC{Halpern04representationdependence,
    author = {Joseph Y. Halpern and Daphne Koller},
    title = { Representation Dependence in Probabilistic Inference},
    year = {2004}
}

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Abstract

Non-deductive reasoning systems are often representation dependent: representing the same situation in two different ways may cause such a system to return two different answers. Some have viewed

Citations

6515 Elements of Information Theory - Cover, Thomas - 1991
5666 Probabilistic reasoning in intelligent systems - Pearl - 1988
766 Judgment under Uncertainty: Heuristics and Biases - Kahneman, Slovic, et al. - 1982
539 A Mathematical Introduction to Logic - Enderton - 1972
468 Nonmonotonic reasoning, preferential models and cumulative logics - Kraus, Lehmann, et al. - 1990
225 Representing Reasoning with Probabilistic Knowledge - Bacchus - 1990
207 What does a conditional knowledge base entail - Lehmann, Magidor - 1992
165 A theory of abstraction - Giunchiglia, Walsh - 1992
161 Axiomatic derivation of the principle of maximum entropy and the principle of minimum cross-entropy - Shore, Johnson - 1980
133 Prior probabilities - Jaynes - 1968
117 Where do we stand on Maximum Entropy - Jaynes - 1979
104 From statistical knowledge bases to degrees of belief - Bacchus, Grove, et al. - 1996
75 A maximum entropy approach to nonmonotonic reasoning - Goldszmidt, Morris, et al. - 1990
45 The Uncertain Reasoner’s Companion - Paris - 1994
45 A note on the inevitability of maximum entropy - Paris, Vecovská - 1989
33 Formal rules of selecting prior distributions: a review and annotated bibliography - Kass, Wasserman - 1996
16 A semantic theory of abstractions, in - Nayak, Levy - 1995
16 Entropy and uncertainty - Seidenfeld - 1986
13 Measures in Boolean algebras - Horn, Tarski - 1948
9 Representation independence of nonmonotonic inference relations - Jaeger - 1996
9 From accessible to inaccessible cardinals - Keisler, Tarski - 1964
8 Zur Masstheorie in der allgemeinen Mengenlehre - Ulam - 1930
3 On information and su#ciency - Leibler - 1951
3 On vindicating induction - Salmon - 1963
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