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20182021
most citedEmpirical Risk Minimization in the Non-interactive Local Model of Differential Privacy

4 citations · 7 across the 5 of their papers we have counts for

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cs.PL20201 cited

Coupled Relational Symbolic Execution for Differential Privacy

Gian Pietro Farina, Stephen Chong, Marco Gaboardi

Differential privacy is a de facto standard in data privacy with applications in the private and public sectors. Most of the techniques that achieve differential privacy are based…

cs.PL2018

Bidirectional Type Checking for Relational Properties

Ezgi Çiçek, Weihao Qu, Gilles Barthe +2

Relational type systems have been designed for several applications including information flow, differential privacy, and cost analysis. In order to achieve the best results, these…

cs.PL2018

Relational Cost Analysis for Functional-Imperative Programs

Weihao Qu, Marco Gaboardi, Deepak Garg

Relational cost analysis aims at formally establishing bounds on the difference in the evaluation costs of two programs. As a particular case, one can also use relational cost anal…

cs.PL2018

Probabilistic Relational Reasoning via Metrics

Arthur Azevedo de Amorim, Marco Gaboardi, Justin Hsu +1

The Fuzz programming language [Reed and Pierce, 2010] uses an elegant linear type system combined with a monad-like type to express and reason about probabilistic sensitivity prope…

cs.PL2018

Relational Reasoning for Markov Chains in a Probabilistic Guarded Lambda Calculus

Alejandro Aguirre, Gilles Barthe, Lars Birkedal +3

We extend the simply-typed guarded -calculus with discrete probabilities and endow it with a program logic for reasoning about relational properties of guarded probabilistic com…