Differentially Private Non-convex Learning for Multi-layer Neural Networks

no code implementations • 12 Oct 2023 • Hanpu Shen, Cheng-Long Wang, Zihang Xiang, Yiming Ying, Di Wang

This paper focuses on the problem of Differentially Private Stochastic Optimization for (multi-layer) fully connected neural networks with a single output node.

Stochastic Optimization