Probabilistic Programming Interfaces for Random Graphs: Markov Categories, Graphons, and Nominal Sets

Nathanael L. Ackerman, Cameron E. Freer, Younesse Kaddar, Jacek Karwowski, Sean K. Moss, Daniel M. Roy 0001, Sam Staton, Hongseok Yang. Probabilistic Programming Interfaces for Random Graphs: Markov Categories, Graphons, and Nominal Sets. Proceedings of the ACM on Programming Languages, 8(POPL):1819-1849, January 2024. [doi]

Abstract

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