GPLC is a gradual source probabilistic lambda calculus formalized with probabilistic couplings for static relations, elaborated to a distribution-based target language TPLC, and proven type-safe with conservative extension and gradual guarantee properties.
InProceedings of the 27th ACM SIGPLAN Conference on Object-Oriented Programming Systems, Languages and Applications (OOPSLA 2012)
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A Gradual Probabilistic Lambda Calculus
GPLC is a gradual source probabilistic lambda calculus formalized with probabilistic couplings for static relations, elaborated to a distribution-based target language TPLC, and proven type-safe with conservative extension and gradual guarantee properties.