Unsupervised Federated Learning for Unbalanced Data

Mathematics

• Unsupervised Learning 100%
• Unbalanced Data 96%
• Learning 40%
• Self-organizing Map 32%
• Distributed Computation 32%
• Latency 29%
• Privacy 28%
• Training 23%
• Dimensionality 22%
• Averaging 21%
• Scenarios 20%
• Requirements 17%
• Gradient 16%
• Simulation 14%
• Performance 13%
• Framework 12%
• Vertex of a graph 12%

Physics & Astronomy

• learning 72%
• privacy 31%
• organizing 27%
• education 21%
• emerging 19%
• requirements 15%
• gradients 14%
• performance 9%
• simulation 8%

Engineering & Materials Science

• Unsupervised learning 75%
• Self organizing maps 24%
• Bins 24%