17 citations · 21 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 17 cited
Privacy-Preserving Asynchronous Federated Learning Algorithms for Multi-Party Vertically Collaborative Learning
Bin Gu, An Xu, Zhouyuan Huo +2
The privacy-preserving federated learning for vertically partitioned data has shown promising results as the solution of the emerging multi-party joint modeling application, in whi…
cs.LG2020★ 4 cited
Optimal Gradient Quantization Condition for Communication-Efficient Distributed Training
An Xu, Zhouyuan Huo, Heng Huang
The communication of gradients is costly for training deep neural networks with multiple devices in computer vision applications. In particular, the growing size of deep learning m…