Representation Learning for High-Dimensional Data Collection under Local Differential Privacy

no code implementations • 23 Oct 2020 • Alex Mansbridge, Gregory Barbour, Davide Piras, Michael Murray, Christopher Frye, Ilya Feige, David Barber

In this work, our contributions are two-fold: first, by adapting state-of-the-art techniques from representation learning, we introduce a novel approach to learning LDP mechanisms.

Denoising Representation Learning +1