DFLStar: A Decentralized Federated Learning Framework with Self-Knowledge Distillation and Participant Selection.
Behnaz Soltani|Venus Haghighi|Yipeng Zhou|Quan Z. Sheng|Lina Yao
| Anthology ID: | DBLP:conf/cikm/SoltaniHZS024 |
|---|---|
| Volume: | Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024 |
| Year: | 2024 |
| Venue: | International Conference on Information and Knowledge Management (CIKM) |
| Publisher: | ACM |
| Pages: | 2108-2117 |
| URL: | https://doi.org/10.1145/3627673.3679853 |
| DOI: | https://doi.org/10.1145/3627673.3679853 |
| DBLP: | conf/cikm/SoltaniHZS024 |
| BibTeX: |
@inproceedings{soltani-2024-dflstar,
author = {Behnaz Soltani and
Venus Haghighi and
Yipeng Zhou and
Quan Z. Sheng and
Lina Yao},
editor = {Edoardo Serra and
Francesca Spezzano},
title = {{DFLStar: A Decentralized Federated Learning Framework with Self-Knowledge Distillation and Participant Selection}},
booktitle = {{Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024}},
pages = {2108--2117},
publisher = {ACM},
year = {2024},
url = {https://doi.org/10.1145/3627673.3679853},
doi = {https://doi.org/10.1145/3627673.3679853}
}