Characterisation of conditional independence structures for polymatroids using vanishing sets
- Chan, Terence
- Chen, Qi
- Yeung, Raymond
Publication date
January 2020
DOI Publisher
Institute of Information Theory and Automation AS CR Language
EnglishAbstract
summary: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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