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On the Privacy of Federated Pipelines.

, , , и . SIGIR, стр. 1975-1979. ACM, (2021)

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Georg Rezat

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Kianoosh Rezania

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Majid Reza

 

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Federated Multi-Mini-Batch: An Efficient Training Approach to Federated Learning in Non-IID Environments., , , , , , и . CoRR, (2020)Federated Principal Component Analysis for Genome-Wide Association Studies., , , и . ICDM, стр. 1090-1095. IEEE, (2021)The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond., , , , , , , , , и 22 other автор(ы). CoRR, (2021)Label Noise-Robust Learning using a Confidence-Based Sieving Strategy., , , и . Trans. Mach. Learn. Res., (2023)On the Privacy of Federated Pipelines., , , и . SIGIR, стр. 1975-1979. ACM, (2021)HyFed: A Hybrid Federated Framework for Privacy-preserving Machine Learning., , , , , и . CoRR, (2021)Utility-preserving Federated Learning., , и . AISec@CCS, стр. 55-65. ACM, (2023)Kernel Normalized Convolutional Networks for Privacy-Preserving Machine Learning., , , и . SaTML, стр. 107-118. IEEE, (2023)Kernel Normalized Convolutional Networks., , , и . Trans. Mach. Learn. Res., (2024)Machine Unlearning for Medical Imaging., , , , и . CoRR, (2024)