The 1st International Workshop on Federated Learning with Graph Data (FedGraph)Carl YangXiaoxiao Liet al.2022CIKM 2022
Workshop on Cross-Community Federated Learning: Algorithms, Systems and Co-designsNathalie Baracaldo AngelPin-Yu Chenet al.2022MLSys 2022
Federated Unlearning: How to Efficiently Erase a Client in FL?Anisa HalimiSwanand Ravindra Kadheet al.2022ICML 2022
Towards an Accountable and Reproducible Federated Learning: A FactSheets ApproachNathalie Baracaldo AngelAli Anwaret al.2022arXiv
FLoRA: Single-shot Hyper-parameter Optimization for Federated LearningYi ZhouParikshit Ramet al.2021NeurIPS 2021
FedV: Privacy-Preserving Federated Learning over Vertically Partitioned DataRunhua XuNathalie Baracaldoet al.2021AISec/CCS 2021
Accountable Federated Machine Learning in Government: Engineering and Management InsightsDian BaltaMahdi Sellamiet al.2021ePart 2021
LEGATO: A LayerwisE Gradient AggregaTiOn Algorithm for Mitigating Byzantine Attacks in Federated LearningKamala VarmaYi Zhouet al.2021CLOUD 2021
DeTrust-FL: Privacy-Preserving Federated Learning in Decentralized Trust SettingRunhua XuNathalie Baracaldoet al.2022CLOUD 2022