Noise-Aware Algorithm for Heterogeneous Differentially Private Federated Learningby Saber Malekmohammadi, Yaoliang Yu, Yang CaoFirst submitted…
Mixed-Precision Federated Learning via Multi-Precision Over-The-Air Aggregationby Jinsheng Yuan, Zhuangkun Wei, Weisi GuoFirst submitted to…
Towards Federated Domain Unlearning: Verification Methodologies and Challengesby Kahou Tam, Kewei Xu, Li Li, Huazhu…
FedStaleWeight: Buffered Asynchronous Federated Learning with Fair Aggregation via Staleness Reweightingby Jeffrey Ma, Alan Tu,…
ACCO: Accumulate while you Communicate, Hiding Communications in Distributed LLM Trainingby Adel Nabli, Louis Fournier,…
FedDr+: Stabilizing Dot-regression with Global Feature Distillation for Federated Learningby Seongyoon Kim, Minchan Jeong, Sungnyun…
Improved Modelling of Federated Datasets using Mixtures-of-Dirichlet-Multinomialsby Jonathan Scott, Áine CahillFirst submitted to arxiv on:…
Federated Class-Incremental Learning with Hierarchical Generative Prototypesby Riccardo Salami, Pietro Buzzega, Matteo Mosconi, Mattia Verasani,…
One-Shot Federated Learning with Bayesian Pseudocoresetsby Tim d'Hondt, Mykola Pechenizkiy, Robert PeharzFirst submitted to arxiv…
Parameterizing Federated Continual Learning for Reproducible Researchby Bart Cox, Jeroen Galjaard, Aditya Shankar, Jérémie Decouchant,…