{"product_id":"foundations-of-federated-learning-partha-pratim-ray-ebook","title":"Foundations of Federated Learning","description":"\u003cp\u003ePart I: Foundations of Federated Learning.- Chapter 1: Introduction to Federated Learning.- Chapter 2: Fundamentals and Definitions of Federated Learning.- Chapter 3: Mathematical Formulation of Federated Learning.- Part II: Federated Learning Architectures and Training Protocols.- Chapter 4: Federated Learning System Architectures.-Chapter 5: Decentralized and Peer-to-Peer Federated Learning.- Chapter 6: Federated Learning Training Process.- Part III: Data Heterogeneity and Non-IID Learning.- Chapter 7: Data Heterogeneity and Non-IID Challenges.- Chapter 8: Techniques for Handling Non-IID Data.- Part IV: Federated Optimization Algorithms.- Chapter 9: Foundations of Federated Optimization Algorithms.- Chapter 10: Federated Averaging.- Chapter 11: Advanced Federated Optimization\u003cbr\u003eMethods.- Part V: Personalized, Heterogeneous, and Hybrid Federated Learning.- Chapter 12: Personalized Federated Learning.- Chapter 13: Heterogeneous Federated Learning.- Chapter 14: Hybrid Federated Learning.- Part VI: Privacy, Security, Governance, and Applications.- Chapter 15: Privacy-Preserving Techniques in Federated Learning.- Chapter 16: Security Threats and Robust Federated Learning.- Chapter 17: Governance, Ethics, and Incentive Mechanisms.- Chapter 18: Applications, Emerging Trends and Tools.\u003c\/p\u003e","brand":"Partha Pratim Ray","offers":[{"title":"Default Title","offer_id":55442242044231,"sku":"9783032340849","price":80.24,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0920\/5455\/2903\/files\/foundations-of-federated-learning-ebook-cover.webp?v=1792129929","url":"https:\/\/www.cinebuch.de\/products\/foundations-of-federated-learning-partha-pratim-ray-ebook","provider":"CineBuch","version":"1.0","type":"link"}