University of Cambridge, UK; Department of Electrical and Computer Engineering, UCLA, California, USA; Alan Turing Institute, London, UK; Department of Electrical and Computer Engineering, UCLA, California, USA; Engineering Science Department, University of Oxford, UK
James Jordon, Jinsung Yoon, Mihaela Schaar
Synthetic data generation;Differential privacy;Generative adversarial networks;Private Aggregation of Teacher ensembles
PATE-GAN: Generating Synthetic Data with Differential Privacy Guarantees