43 citations · 225 across the 49 of their papers we have counts for
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cs.DC2020★ 1 cited
Coded Stochastic ADMM for Decentralized Consensus Optimization with Edge Computing
Hao Chen, Yu Ye, Ming Xiao +2
Big data, including applications with high security requirements, are often collected and stored on multiple heterogeneous devices, such as mobile devices, drones and vehicles. Due…
cs.DC2019
Decentralized Consensus Optimization Based on Parallel Random Walk
Yu Ye, Hao Chen, Zheng Ma +1
The alternating direction method of multipliers (ADMM) has recently been recognized as a promising approach for large-scale machine learning models. However, very few results study…