Federated Learning

Federated learning is a machine learning technique that trains an algorithm across multiple decentralized edge devices or servers holding local data samples, without exchanging them.

• Horizontal Federated Learning
  • What is Horizontal Federated Learning
• Vertical Federated Learning
  • Split Learning
  • Vertically Federated XGB (SecureBoost)
• Mix Federated Learning
  • Mix Logistic Regression