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FedMood: Federated Learning on Mobile Health Data for Mood Detection [article]

Xiaohang Xu, Hao Peng, Lichao Sun, Md Zakirul Alam Bhuiyan, Lianzhong Liu, Lifang He
2021 arXiv   pre-print
First, we propose a general multi-view federated learning framework using multi-source data, which can extend any traditional machine learning model to support federated learning across different institutions  ...  Secondly, we adopt late fusion methods to solve the problem of inconsistent time series of multi-view data.  ...  More than 300 million people worldwide suffer from depression.  ... 
arXiv:2102.09342v6 fatcat:5qrvhw5pinci7ki4caqkoodi6q