28 citations · 61 across the 6 of their papers we have counts for
4 papers · 1 filter
Asynchronous Probabilistic Couplings in Higher-Order Separation Logic
Simon Oddershede Gregersen, Alejandro Aguirre, Philipp G. Haselwarter +2
Probabilistic couplings are the foundation for many probabilistic relational program logics and arise when relating random sampling statements across two programs. In relational pr…
Higher-order probabilistic adversarial computations: Categorical semantics and program logics
Alejandro Aguirre, Gilles Barthe, Marco Gaboardi +3
Adversarial computations are a widely studied class of computations where resource-bounded probabilistic adversaries have access to oracles, i.e., probabilistic procedures with pri…
A Pre-Expectation Calculus for Probabilistic Sensitivity
Alejandro Aguirre, Gilles Barthe, Justin Hsu +3
Sensitivity properties describe how changes to the input of a program affect the output, typically by upper bounding the distance between the outputs of two runs by a monotone func…
Formal verification of higher-order probabilistic programs
Tetsuya Sato, Alejandro Aguirre, Gilles Barthe +3
Probabilistic programming provides a convenient lingua franca for writing succinct and rigorous descriptions of probabilistic models and inference tasks. Several probabilistic prog…