Enabling Trustworthy Federated Learning in Industrial IoT: Bridging the Gap Between Interpretability and Robustnessby Senthil…
Collaboratively Learning Federated Models from Noisy Decentralized Databy Haoyuan Li, Mathias Funk, Nezihe Merve Gürel,…
Federated Prediction-Powered Inference from Decentralized Databy Ping Luo, Xiaoge Deng, Ziqing Wen, Tao Sun, Dongsheng…
Buffer-based Gradient Projection for Continual Federated Learningby Shenghong Dai, Jy-yong Sohn, Yicong Chen, S M…
Achieving Byzantine-Resilient Federated Learning via Layer-Adaptive Sparsified Model Aggregationby Jiahao Xu, Zikai Zhang, Rui HuFirst…
GAS: Generative Activation-Aided Asynchronous Split Federated Learningby Jiarong Yang, Yuan LiuFirst submitted to arxiv on:…
FedMCP: Parameter-Efficient Federated Learning with Model-Contrastive Personalizationby Qianyi Zhao, Chen Qu, Cen Chen, Mingyuan Fan,…
Towards Hyper-parameter-free Federated Learningby Geetika, Drishya Uniyal, Bapi ChatterjeeFirst submitted to arxiv on: 30 Aug…
Democratizing AI in Africa: FL for Low-Resource Edge Devicesby Jorge Fabila, Víctor M. Campello, Carlos…
FissionVAE: Federated Non-IID Image Generation with Latent Space and Decoder Decompositionby Chen Hu, Jingjing Deng,…