Titlebook: Bioinformatics Research and Applications; 20th International S Wei Peng,Zhipeng Cai,Pavel Skums Conference proceedings 2024 The Editor(s) (

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dissent

,FedKD-DTI: Drug-Target Interaction Prediction Based on Federated Knowledge Distillation,aggregation, which can effectively utilize the knowledge contained in public and private data. We evaluate FedKD-DTI on three benchmark datasets and compare it with four baselines. The results show that FedKD-DTI is very close to centralized learning and significantly better than localized learning.