Privacy-preserving Stochastic Gradual Learning

30 Sep 2018 Bo Han Ivor W. Tsang Xiaokui Xiao Ling Chen Sai-fu Fung Celina P. Yu

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 stochastic optimizations... (read more)

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