FedKDShap: Enhancing Federated Learning via Shapley Values Driven Knowledge Distillation on Non-IID Data.

Nazmus Shakib Shadin|Xinyue Zhang


Anthology ID:DBLP:conf/www/ShadinZ25
Volume:Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
Year:2025
Venue:The Web Conference (WWW)
Publisher:ACM
Pages:1744-1751
URL:https://doi.org/10.1145/3701716.3717645
DOI:https://doi.org/10.1145/3701716.3717645
DBLP:conf/www/ShadinZ25
BibTeX:
@inproceedings{shadin-2025-fedkdshap, author = {Nazmus Shakib Shadin and Xinyue Zhang}, editor = {Guodong Long and Michale Blumestein and Yi Chang and Liane Lewin-Eytan and Zi Huang and Elad Yom-Tov}, title = {{FedKDShap: Enhancing Federated Learning via Shapley Values Driven Knowledge Distillation on Non-IID Data}}, booktitle = {{Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025}}, pages = {1744--1751}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3701716.3717645}, doi = {https://doi.org/10.1145/3701716.3717645} }