Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data.

@inproceedings{yang-2021-characterizing, author = {Chengxu Yang and Qipeng Wang and Mengwei Xu and Zhenpeng Chen and Kaigui Bian and Yunxin Liu and Xuanzhe Liu}, editor = {Jure Leskovec and Marko Grobelnik and Marc Najork and Jie Tang and Leila Zia}, title = {{Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data}}, booktitle = {{WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021}}, pages = {935--946}, publisher = {ACM / IW3C2}, year = {2021}, url = {https://doi.org/10.1145/3442381.3449851}, doi = {https://doi.org/10.1145/3442381.3449851} }