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cross-silo learning

3 papers

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federated learning (3) record-level privacy (1) heart disease prediction (1) encrypted inference (1) homomorphic encryption (1) cross-silo federated learning (1) fully homomorphic encryption (1) mixture of expert (1) privacy preserving (1) privacy-preserving learning (1)

Papers

PICSR: Prototype-Informed Cross-Silo Router for Federated Learning (Student Abstract) AAAI 2024 CaPriDe Learning: Confidential and Private Decentralized Learning Based on Encryption-Friendly Distillation Loss CVPR 2023 Private Federated Learning Without a Trusted Server: Optimal Algorithms for Convex Losses ICLR 2023