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- Sam Staton
aka: Samuel Staton
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Publication search results
found 87 matches
- 2024
- Dario Stein, Sam Staton:
Probabilistic Programming with Exact Conditions. J. ACM 71(1): 2:1-2:53 (2024) - Nathanael L. Ackerman, Cameron E. Freer, Younesse Kaddar, Jacek Karwowski, Sean K. Moss, Daniel M. Roy, Sam Staton, Hongseok Yang:
Probabilistic Programming Interfaces for Random Graphs: Markov Categories, Graphons, and Nominal Sets. Proc. ACM Program. Lang. 8(POPL): 1819-1849 (2024) - Sam Lindley, Cristina Matache, Sean K. Moss, Sam Staton, Nicolas Wu, Zhixuan Yang:
Scoped Effects as Parameterized Algebraic Theories. ESOP (1) 2024: 3-21 - Sam Lindley, Cristina Matache, Sean K. Moss, Sam Staton, Nicolas Wu, Zhixuan Yang:
Scoped Effects as Parameterized Algebraic Theories. CoRR abs/2402.03103 (2024) - 2023
- Swaraj Dash, Younesse Kaddar, Hugo Paquet, Sam Staton:
Affine Monads and Lazy Structures for Bayesian Programming. Proc. ACM Program. Lang. 7(POPL): 1338-1368 (2023) - Alexander K. Lew, Mathieu Huot, Sam Staton, Vikash K. Mansinghka:
ADEV: Sound Automatic Differentiation of Expected Values of Probabilistic Programs. Proc. ACM Program. Lang. 7(POPL): 121-153 (2023) - Mathieu Huot, Alexander K. Lew, Vikash K. Mansinghka, Sam Staton:
ωPAP Spaces: Reasoning Denotationally About Higher-Order, Recursive Probabilistic and Differentiable Programs. LICS 2023: 1-14 - Younesse Kaddar, Sam Staton:
A model of stochastic memoization and name generation in probabilistic programming: categorical semantics via monads on presheaf categories. MFPS 2023 - Mathieu Huot, Alexander K. Lew, Vikash K. Mansinghka, Sam Staton:
ωPAP Spaces: Reasoning Denotationally About Higher-Order, Recursive Probabilistic and Differentiable Programs. CoRR abs/2302.10636 (2023) - Sam Staton, Christina Vasilakopoulou:
Proceedings of the Sixth International Conference on Applied Category Theory 2023. CoRR abs/2312.08138 (2023) - Cristina Matache, Sean K. Moss, Sam Staton, Ariadne Si Suo:
Denotational semantics for languages for inference: semirings, monads, and tensors. CoRR abs/2312.16694 (2023) - Nathanael L. Ackerman, Cameron E. Freer, Younesse Kaddar, Jacek Karwowski, Sean K. Moss, Daniel M. Roy, Sam Staton, Hongseok Yang:
Probabilistic programming interfaces for random graphs: Markov categories, graphons, and nominal sets. CoRR abs/2312.17127 (2023) - Dario Stein, Sam Staton:
Probabilistic Programming with Exact Conditions. CoRR abs/2312.17141 (2023) - 2022
- Mathieu Huot, Sam Staton, Matthijs Vákár:
Higher Order Automatic Differentiation of Higher Order Functions. Log. Methods Comput. Sci. 18(1) (2022) - Cristina Matache, Sean K. Moss, Sam Staton:
Concrete categories and higher-order recursion: With applications including probability, differentiability, and full abstraction. LICS 2022: 57:1-57:14 - Sam Staton, Ned Summers:
Quantum de Finetti Theorems as Categorical Limits, and Limits of State Spaces of C*-algebras. QPL 2022: 400-414 - Cristina Matache, Sean K. Moss, Sam Staton:
Concrete categories and higher-order recursion (With applications including probability, differentiability, and full abstraction). CoRR abs/2205.15917 (2022) - Alexander K. Lew, Mathieu Huot, Sam Staton, Vikash K. Mansinghka:
ADEV: Sound Automatic Differentiation of Expected Values of Probabilistic Programs. CoRR abs/2212.06386 (2022) - Swaraj Dash, Younesse Kaddar, Hugo Paquet, Sam Staton:
Affine Monads and Lazy Structures for Bayesian Programming. CoRR abs/2212.07250 (2022) - 2021
- Marcin Sabok, Sam Staton, Dario Stein, Michael Wolman:
Probabilistic programming semantics for name generation. Proc. ACM Program. Lang. 5(POPL): 1-29 (2021) - Cristina Matache, Sean K. Moss, Sam Staton:
Recursion and Sequentiality in Categories of Sheaves. FSCD 2021: 25:1-25:22 - Sam Staton:
Some Formal Structures in Probability (Invited Talk). FSCD 2021: 4:1-4:4 - Dario Stein, Sam Staton:
Compositional Semantics for Probabilistic Programs with Exact Conditioning. LICS 2021: 1-13 - Swaraj Dash, Sam Staton:
Monads for Measurable Queries in Probabilistic Databases. MFPS 2021: 34-50 - Mathieu Huot, Sam Staton, Matthijs Vákár:
Higher Order Automatic Differentiation of Higher Order Functions. CoRR abs/2101.06757 (2021) - Dario Stein, Sam Staton:
Compositional Semantics for Probabilistic Programs with Exact Conditioning. CoRR abs/2101.11351 (2021) - Cristina Matache, Sean K. Moss, Sam Staton:
Recursion and Sequentiality in Categories of Sheaves. CoRR abs/2105.02156 (2021) - 2020
- Mathys Rennela, Sam Staton:
Classical Control, Quantum Circuits and Linear Logic in Enriched Category Theory. Log. Methods Comput. Sci. 16(1) (2020) - Bart Jacobs, Sam Staton:
De Finetti's Construction as a Categorical Limit. CMCS 2020: 90-111 - Mathieu Huot, Sam Staton, Matthijs Vákár:
Correctness of Automatic Differentiation via Diffeologies and Categorical Gluing. FoSSaCS 2020: 319-338
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