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most citedPrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration

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cs.LG2024

AFL: A Single-Round Analytic Approach for Federated Learning with Pre-trained Models

Run He, Kai Tong, Di Fang +5

In this paper, we introduce analytic federated learning (AFL), a new training paradigm that brings analytical (i.e., closed-form) solutions to the federated learning (FL) with pre-…