Characterisation of conditional independence structures for polymatroids using vanishing sets
Date
2020
Authors
Chan, T.H.
Chen, Q.
Yeung, R.W.
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Advisors
Journal Title
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Volume Title
Type:
Journal article
Citation
Kybernetika, 2020; 56(6):1022-1044
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Abstract
In this paper, we characterise and classify a list of full conditional independences via the structure of the induced set of vanishing atoms. Construction of Markov random subfield and minimal characterisation of polymatroids satisfying a MRF will also be given.
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Dissertation Note
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Description
Link to a related website: http://dml.cz/bitstream/handle/10338.dmlcz/148497/Kybernetika_56-2020-6_2.pdf, Open Access via Unpaywall
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Copyright 2020