Depression Detection Using Asynchronous Federated Optimization

Author:

Li Jinli1,Zhang Ran2,Cen Mingcan1,Wang Xunao3,Jiang M.1

Affiliation:

1. College of Electronics and Engineering, Guangxi Normal University,China

2. School of Business and Law, Deakin University,Melbourne,Australia

3. Bevercapital and BCU world Pty Ltd

Funder

National Natural Science Foundation of China

Natural Science Foundation of Guangxi

Guangxi Key Lab of Multi-source Information Mining & Security

Publisher

IEEE

Reference27 articles.

1. Federated Optimization: Distributed Machine Learning for On-Device Intelligence;kone?ný;ArXiv,0

2. A text classification framework for simple and effective early depression detection over social media streams

3. Federated Machine Learning

4. Federated learning for 6G communications: Challenges, methods, and future directions

5. Asynchronous Federated Optimization;xie;ArXiv,0

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1. Exploring the potential of federated learning in mental health research: a systematic literature review;Applied Intelligence;2024-01

2. Exploring Federated Learning to Trace Depression in Social Media with Language Models;2023 International Symposium on Computer Architecture and High Performance Computing Workshops (SBAC-PADW);2023-10-17

3. Wireless Federated Learning With Asynchronous and Quantized Updates;IEEE Communications Letters;2023-09

4. FedHiSyn: A Hierarchical Synchronous Federated Learning Framework for Resource and Data Heterogeneity;Proceedings of the 51st International Conference on Parallel Processing;2022-08-29

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