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Jiachun Liao

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Three Variants of Differential Privacy: Lossless Conversion and Applications

Aug 14, 2020
Shahab Asoodeh, Jiachun Liao, Flavio P. Calmon, Oliver Kosut, Lalitha Sankar

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A Better Bound Gives a Hundred Rounds: Enhanced Privacy Guarantees via $f$-Divergences

Jan 16, 2020
Shahab Asoodeh, Jiachun Liao, Flavio P. Calmon, Oliver Kosut, Lalitha Sankar

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Theoretical Guarantees for Model Auditing with Finite Adversaries

Nov 08, 2019
Mario Diaz, Peter Kairouz, Jiachun Liao, Lalitha Sankar

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Learning Generative Adversarial RePresentations (GAP) under Fairness and Censoring Constraints

Sep 27, 2019
Jiachun Liao, Chong Huang, Peter Kairouz, Lalitha Sankar

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