45 citations · 95 across the 6 of their papers we have counts for
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cs.LG2022
MC-GEN:Multi-level Clustering for Private Synthetic Data Generation
Mingchen Li, Di Zhuang, J. Morris Chang
With the development of machine learning and data science, data sharing is very common between companies and research institutes to avoid data scarcity. However, sharing original d…
cs.LG2022★ 1 cited
Locally Differentially Private Distributed Deep Learning via Knowledge Distillation
Di Zhuang, Mingchen Li, J. Morris Chang
Deep learning often requires a large amount of data. In real-world applications, e.g., healthcare applications, the data collected by a single organization (e.g., hospital) is ofte…