16 citations · 17 across the 15 of their papers we have counts for
3 papers · 1 filter
Complexity-Theoretic Implications of Multicalibration
Sílvia Casacuberta, Cynthia Dwork, Salil Vadhan
We present connections between the recent literature on multigroup fairness for prediction algorithms and classical results in computational complexity. Multiaccurate predictors ar…
Black-Box Training Data Identification in GANs via Detector Networks
Lukman Olagoke, Salil Vadhan, Seth Neel
Since their inception Generative Adversarial Networks (GANs) have been popular generative models across images, audio, video, and tabular data. In this paper we study whether given…
Concurrent Composition for Interactive Differential Privacy with Adaptive Privacy-Loss Parameters
Samuel Haney, Michael Shoemate, Grace Tian +4
In this paper, we study the concurrent composition of interactive mechanisms with adaptively chosen privacy-loss parameters. In this setting, the adversary can interleave queries t…