Differentially Private Federated Learning of Diffusion Models for Synthetic Tabular Data Generationby Timur Sattarov, Marco…
FedGAT: A Privacy-Preserving Federated Approximation Algorithm for Graph Attention Networksby Siddharth Ambekar, Yuhang Yao, Ryan…
fluke: Federated Learning Utility frameworK for Experimentation and researchby Mirko PolatoFirst submitted to arxiv on:…
Robust Federated Learning in the Face of Covariate Shift: A Magnitude Pruning with Hybrid Regularization…
LoLaFL: Low-Latency Federated Learning via Forward-only Propagationby Jierui Zhang, Jianhao Huang, Kaibin HuangFirst submitted to…
Summary of Point Transformer with Federated Learning for Predicting Breast Cancer HER2 Status from Hematoxylin…
Covariances for Free: Exploiting Mean Distributions for Federated Learning with Pre-Trained Modelsby Dipam Goswami, Simone…
FedPIA – Permuting and Integrating Adapters leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal…
FedSTaS: Client Stratification and Client Level Sampling for Efficient Federated Learningby Jordan Slessor, Dezheng Kong,…
Federated Source-free Domain Adaptation for Classification: Weighted Cluster Aggregation for Unlabeled Databy Junki Mori, Kosuke…