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Federated Learning - What is the difference between split learning and federated learning?
Answer
Split learning allows for the collaborative training of machine learning model components on separate workers inside a learning framework, whereas federated learning allows for the aggregation of locally learned models utilizing private data into a global model.
Other useful AI terms
- What is federated learning in simple words?
- Does PyTorch have federated learning?
- What is the difference between federated learning and machine learning?
- What is the difference between split learning and federated learning?
- What problem does federated learning solve?
- Did Google invent federated learning?
AI suggestions
- What is federated learning in simple words?
- Does PyTorch have federated learning?
- What is the difference between federated learning and machine learning?
- What is the difference between split learning and federated learning?
- What problem does federated learning solve?
- Did Google invent federated learning?