federated
Applications
Use cases for federated, distributed, and privacy-preserving AI.
- Privacy-preserving AI in healthcare
- Federated learning for smart devices
Relevant Papers:
- SuperFedNAS: Cost-Efficient Federated Neural Architecture Search for On-device Inference
- MetaFL: Privacy-preserving User Authentication in Virtual Reality with Federated Learning
- Federated artificial intelligence with cumulative learning in a computer network
- CHESSFL: Clustering Hierarchical Embeddings for Semi-Supervised Federated Learning
- Mohawk: Mobility and heterogeneity-aware dynamic community selection for hierarchical federated learning
How federated AI is used in practice.