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cs.LG2022
Network Gradient Descent Algorithm for Decentralized Federated Learning
Shuyuan Wu, Danyang Huang, Hansheng Wang
We study a fully decentralized federated learning algorithm, which is a novel gradient descent algorithm executed on a communication-based network. For convenience, we refer to it…
stat.ME2022
A Wasserstein distance-based spectral clustering method for transaction data analysis
Yingqiu Zhu, Danyang Huang, Bo Zhang
With the rapid development of online payment platforms, it is now possible to record massive transaction data. Clustering on transaction data significantly contributes to analyzing…