most citedProving Expected Sensitivity of Probabilistic Programs

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cs.PL2017★ 36 cited

Proving Expected Sensitivity of Probabilistic Programs

Gilles Barthe, Thomas Espitau, Benjamin Grégoire +2

Program sensitivity, also known as Lipschitz continuity, describes how small changes in a program's input lead to bounded changes in the output. We propose an average notion of pro…