Federated AI for Real- World Business Scenarios
Series: A Science Publishers BookPublisher: Boca Ratio: CRC Press: 2021Description: 205pISBN: 9780367861575Subject(s): Machine Learning | Artificial Intelligence | Apprentissage Automatique | Artificial Intelligence - Industrial Applications | Machine Learning - Industrial ApplicationsDDC classification: 371.100285 Online resources: www.perlego.com| Item type | Home library | Collection | Call number | Status | Date due | Barcode | Item holds |
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Reference
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SOT Library | Computer Science and Engineering | 371.100285 VER (Browse shelf) | Available | E0015793 |
Total holds: 0
Contents: Chapter
1. Introduction to Artificial Intelligence.
2. Scenarios for Federated AI.
3. Naive Federated Learning Approaches.
4. Addressing Data Mismatch Issues in Federated AI.
5. Addressing Data Skew Issues in Federated Learning.
6. Addressing Trust Issues in Federated Learning.
7. Addressing Synchronization Issues in Federated Learning.
8. Addressing Vertical Partitioning Issues in Federated Learning.
9. Use Cases.
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