An Xu | DeepAI

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Featured Co-authors

Vishal M. Patel
152 publications
Heng Huang
99 publications
Daguang Xu
65 publications
Dong Yang
63 publications
Cheng Deng
41 publications
Holger R. Roth
40 publications
Wenqi Li
39 publications
Ziyue Xu
39 publications
Bin Gu
37 publications
Holger Roth
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Ali Hatamizadeh
26 publications

∙ 03/18/2022

Closing the Generalization Gap of Cross-silo Federated Medical Image Segmentation

Cross-silo federated learning (FL) has attracted much attention in medic...

0 An Xu, et al. ∙

∙ 03/12/2022

Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation

Federated learning (FL) is a distributed machine learning technique that...

0 Pengfei Guo, et al. ∙

∙ 02/08/2021

Double Momentum SGD for Federated Learning

Communication efficiency is crucial in federated learning. Conducting ma...

0 An Xu, et al. ∙

∙ 08/14/2020

Privacy-Preserving Asynchronous Federated Learning Algorithms for Multi-Party Vertically Collaborative Learning

The privacy-preserving federated learning for vertically partitioned dat...

0 Bin Gu, et al. ∙

∙ 08/13/2020

Training Faster with Compressed Gradient

Although the distributed machine learning methods show the potential for...

0 An Xu, et al. ∙

∙ 04/11/2020

Exploit Where Optimizer Explores via Residuals

To train neural networks faster, many research efforts have been devoted...

0 An Xu, et al. ∙

∙ 02/25/2020

Optimal Gradient Quantization Condition for Communication-Efficient Distributed Training

The communication of gradients is costly for training deep neural networ...

0 An Xu, et al. ∙

∙ 09/05/2019

Diversely Stale Parameters for Efficient Training of CNNs

The backpropagation algorithm is the most popular algorithm training neu...

0 An Xu, et al. ∙

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