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09/04/2023
Composite federated learning with heterogeneous data
We propose a novel algorithm for solving the composite Federated Learnin...
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08/02/2023
Dynamic Privacy Allocation for Locally Differentially Private Federated Learning with Composite Objectives
This paper proposes a locally differentially private federated learning ...
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06/07/2023
Achieving Consensus over Compact Submanifolds
We consider the consensus problem in a decentralized network, focusing o...
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02/27/2023
MPS-AMS: Masked Patches Selection and Adaptive Masking Strategy Based Self-Supervised Medical Image Segmentation
Existing self-supervised learning methods based on contrastive learning ...
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01/19/2022