Continuous-Eris is a new separation logic that verifies exact samplers for the uniform, Gaussian, and Laplace distributions plus an exact real arithmetic library, with all proofs machine-checked in Rocq.
Modular Specifications and Implementations of Random Samplers in Higher-Order Separation Logic , year =
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Verifying Exact Samplers for Continuous Distributions with a Discrete Program Logic
Continuous-Eris is a new separation logic that verifies exact samplers for the uniform, Gaussian, and Laplace distributions plus an exact real arithmetic library, with all proofs machine-checked in Rocq.