Titlebook: Scalable Uncertainty Management; 15th International C Florence Dupin de Saint-Cyr,Meltem Öztürk-Escoffie Conference proceedings 2022 The Ed

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Characterizing Multipreference Closure with System Wr a belief base . that is obtained straightforwardly from system W. We then prove our main result, stating that . also induces the MP-closure of .; furthermore, this implies that MP-closure coincides with system W inference.

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A Glimpse into Statistical Relational AI: The Power of Indistinguishabilitympactly using logical constructs in relational models. Lifted inference then exploits indistinguishability for efficiency gains. This article showcases how to encode indistinguishability in models using logical constructs and highlights various ways of using indistinguishability during probabilistic inference.

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