Collect at Once, Use Effectively: Making Non-interactive Locally Private Learning Possible

Kai Zheng, Wenlong Mou, Liwei Wang

Abstract: Non-interactive Local Differential Privacy (LDP) requires data analysts to collect data from users through noisy channel at once. In this paper, we extend the frontiers of Non-interactive LDP learn...