Privacy-preserving Stochastic Gradual Learning

Bo Han, Ivor W. Tsang, Xiaokui Xiao +3

It is challenging for stochastic optimizations to handle large-scale sensitive data safely. Recently, Duchi et al. proposed private sampling strategy to solve privacy leakage in st…