Yann Fraboni, Richard Vidal, Laetitia Kameni, Marco Lorenzi. Clustered Sampling: Low-Variance and Improved Representativity for Clients Selection in Federated Learning. In Marina Meila, Tong Zhang 0001, editors, Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event. Volume 139 of Proceedings of Machine Learning Research, pages 3407-3416, PMLR, 2021. [doi]
@inproceedings{FraboniVKL21,
title = {Clustered Sampling: Low-Variance and Improved Representativity for Clients Selection in Federated Learning},
author = {Yann Fraboni and Richard Vidal and Laetitia Kameni and Marco Lorenzi},
year = {2021},
url = {http://proceedings.mlr.press/v139/fraboni21a.html},
researchr = {https://researchr.org/publication/FraboniVKL21},
cites = {0},
citedby = {0},
pages = {3407-3416},
booktitle = {Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event},
editor = {Marina Meila and Tong Zhang 0001},
volume = {139},
series = {Proceedings of Machine Learning Research},
publisher = {PMLR},
}