Understanding the Impact of Label Skewness and Optimization on Federated Learning for Text Classification.

Sumam Francis|Kanimozhi Uma|Marie-Francine Moens


Anthology ID:DBLP:conf/www/FrancisUM23
Volume:Companion Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
Year:2023
Venue:The Web Conference (WWW)
Publisher:ACM
Pages:1161-1166
URL:https://doi.org/10.1145/3543873.3587599
DOI:https://doi.org/10.1145/3543873.3587599
DBLP:conf/www/FrancisUM23
BibTeX:
@inproceedings{francis-2023-understanding, author = {Sumam Francis and Kanimozhi Uma and Marie-Francine Moens}, editor = {Ying Ding and Jie Tang and Juan F. Sequeda and Lora Aroyo and Carlos Castillo and Geert-Jan Houben}, title = {{Understanding the Impact of Label Skewness and Optimization on Federated Learning for Text Classification}}, booktitle = {{Companion Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023}}, pages = {1161--1166}, publisher = {ACM}, year = {2023}, url = {https://doi.org/10.1145/3543873.3587599}, doi = {https://doi.org/10.1145/3543873.3587599} }