Revisiting Ensembling in One-Shot Federated Learning

Revisiting Ensembling in One-Shot Federated Learning

Neural Information Processing Systems (NeurIPS), 2024

11 November 2024

Youssef Allouah

Anne-Marie Kermarrec

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Papers citing "Revisiting Ensembling in One-Shot Federated Learning"

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Title
Robust Federated Inference Akash Dhasade Sadegh Farhadkhani R. Guerraoui Nirupam Gupta Maxime Jacovella Anne-Marie Kermarrec Rafael Pinot FedML 81 0 0 30 Sep 2025
Global Prompt Refinement with Non-Interfering Attention Masking for One-Shot Federated Learning Zhuang Qi Pan Yu Lei Meng Sijin Zhou Han Yu Xiaoxiao Li Xiangxu Meng FedML VLM 98 0 0 21 Sep 2025
Towards One-shot Federated Learning: Advances, Challenges, and Future Directions Flora Amato Lingyu Qiu Mohammad Tanveer S. Cuomo F. Giampaolo F. Piccialli FedML 209 1 0 05 May 2025
FedBEns: One-Shot Federated Learning based on Bayesian Ensemble Jacopo Talpini Marco Savi Giovanni Neglia FedML 236 0 0 19 Mar 2025
Efficient Federated Search for Retrieval-Augmented Generation R. Guerraoui Anne-Marie Kermarrec Diana Petrescu Rafael Pires Mathis Randl M. Vos RALM 175 4 0 26 Feb 2025
One-shot Federated Learning Methods: A Practical GuideInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Xiang Liu Zhenheng Tang Xia Li Yijun Song Sijie Ji Zemin Liu Bo Han Linshan Jiang Jialin Li FedML 283 4 0 13 Feb 2025