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client contribution

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federated learning (4) model aggregation (2) model reward (1) differentiated reward (1) subspace constraint (1) heterogeneous model (1) convergence guarantee (1) incentive mechanism (1) data valuation (1) medical image segmentation (1)

Papers

Fortifying Federated Learning Towards Trustworthiness via Auditable Data Valuation and Verifiable Client Contribution CVPR 2025 Subspace Constraint and Contribution Estimation for Heterogeneous Federated Learning CVPR 2025 Incentive-Aware Federated Learning with Training-Time Model Rewards ICLR 2024 Fair Federated Medical Image Segmentation via Client Contribution Estimation CVPR 2023