On the Convergence and Calibration of Deep Learning with Differential Privacy.

Zhiqi Bu Hua Wang Zongyu Dai Qi Long

Published in: Trans. Mach. Learn. Res. (2023)

Keyphrases

deep learning
differential privacy
differentially private
privacy preserving
unsupervised learning
privacy guarantees
unsupervised feature learning
data sharing
machine learning
weakly supervised
privacy preservation
personal information
mental models
data privacy
pattern recognition
learning strategies