26 citations · 64 across the 8 of their papers we have counts for
Showing cs.DCShow all
2 papers · 1 filter
cs.DC2020★ 12 cited
Domain-specific Communication Optimization for Distributed DNN Training
Hao Wang, Jingrong Chen, Xinchen Wan +7
Communication overhead poses an important obstacle to distributed DNN training and draws increasing attention in recent years. Despite continuous efforts, prior solutions such as g…
cs.DC2019★ 23 cited
Quantifying the Performance of Federated Transfer Learning
Qinghe Jing, Weiyan Wang, Junxue Zhang +2
The scarcity of data and isolated data islands encourage different organizations to share data with each other to train machine learning models. However, there are increasing conce…