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20192026
most citedCommutative Monads for Probabilistic Programming Languages

18 citations · 47 across the 12 of their papers we have counts for

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6 papers · 1 filter

cs.LO2021

The Central Valuations Monad

Xiaodong Jia, Michael Mislove, Vladimir Zamdzhiev

We give a commutative valuations monad Z on the category DCPO of dcpo's and Scott-continuous functions. Compared to the commutative valuations monads given in [Jia et al., 2021], o…

cs.LO2021

Separating minimal valuations, point-continuous valuations and continuous valuations

Jean Goubault-Larrecq, Xiaodong Jia

We give two concrete examples of continuous valuations on dcpo's to separate minimal valuations, point-continuous valuations and continuous valuations: (1) Let be the…

cs.LO2021★ 14 cited

Semantics for Variational Quantum Programming

Xiaodong Jia, Andre Kornell, Bert Lindenhovius +2

We consider a programming language that can manipulate both classical and quantum information. Our language is type-safe and designed for variational quantum programming, which is…

cs.LO2021★ 6 cited

A Domain-Theoretic Approach to Statistical Programming Languages

Jean Goubault-Larrecq, Xiaodong Jia, Clément Théron

We give a domain-theoretic semantics to a statistical programming language, using the plain old category of dcpos, in contrast to some more sophisticated recent proposals. Remarkab…

cs.LO2021★ 18 cited

Commutative Monads for Probabilistic Programming Languages

Xiaodong Jia, Bert Lindenhovius, Michael Mislove +1

A long-standing open problem in the semantics of programming languages supporting probabilistic choice is to find a commutative monad for probability on the category DCPO. In this…

cs.LO2020★ 2 cited

Completing Simple Valuations in K-categories

Xiaodong Jia, Michael Mislove

We prove that Keimel and Lawson's K-completion Kc of the simple valuation monad Vs defines a monad Kc o Vs on each K-category A. We also characterize the Eilenberg-Moore algebras o…