An experimental study of class imbalance in federated learning

Mathematics

• Experimental Study 100%
• Learning 72%
• Class 23%
• Scenarios 21%
• Machine Learning 17%
• Performance 14%
• Learning Environment 13%
• Distributed Environment 13%
• Performance Model 11%
• Model 10%
• Privacy 10%
• Paradigm 7%
• Prediction 6%
• Optimization 6%
• Experiment 5%
• Metric 5%

Business & Economics

• Experimental Study 76%
• Imbalance 75%
• Global Model 38%
• Machine Learning 19%
• Distributed Learning Environments 15%
• Scenarios 13%
• Performance 11%
• Train 6%
• Privacy 6%
• Prediction 5%
• Paradigm 5%
• Experiment 4%
• Factors 2%

Engineering & Materials Science

• Machine learning 23%
• Data privacy 16%
• Experiments 5%