An Adaptive and Fast Convergent Approach to Differentially Private Deep Learning

19 Dec 2019Zhiying XuShuyu ShiAlex X. LiuJun ZhaoLin Chen

With the advent of the era of big data, deep learning has become a prevalent building block in a variety of machine learning or data mining tasks, such as signal processing, network modeling and traffic analysis, to name a few. The massive user data crowdsourced plays a crucial role in the success of deep learning models... (read more)

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