An Algebraic Notion of Conditional Independence, and Its Application to Knowledge Representation (full version)

Jesse Heyninck

Conditional independence is a crucial concept supporting adequate modelling and efficient reasoning in probabilistics. In knowledge representation, the idea of conditional independ…