Tetsuya Sato, Alejandro Aguirre 0001, Gilles Barthe, Marco Gaboardi, Deepak Garg 0001, Justin Hsu
Formal verification of higher-order probabilistic programs: reasoning about approximation, convergence, Bayesian inference, and optimization
POPL, 2019.
@article{POPL-2019-SatoABGGH,
author = "Tetsuya Sato and Alejandro Aguirre 0001 and Gilles Barthe and Marco Gaboardi and Deepak Garg 0001 and Justin Hsu",
doi = "10.1145/3290351",
journal = "{Proceedings of the ACM on Programming Languages}",
number = "POPL",
pages = "30",
publisher = "{ACM}",
title = "{Formal verification of higher-order probabilistic programs: reasoning about approximation, convergence, Bayesian inference, and optimization}",
volume = 3,
year = 2019,
}
Tags:
- #approximate
- #convergence
- #higher-order
- #optimisation
- #probability
- #reasoning
- #source code
- #verification











