Ergebnisse für: Gradient-based Unlearning

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Machine Unlearning: Concepts, Techniques and Applications

Rajan Gupta, Anamika Gupta, Sarabjeet Kaur Kochhar, Saibal K. Pal
Springer International Publishing
149.79 € · Hardcover

Machine Unlearning Data Deletion Privacy Preservation Right to be forgotten Exact Unlearning Approximate Unlearning GDPR Compliance Model Editing SISA Framework Gradient-based Unlearning Influence Functions Neural Network Editing Deep Learning Graph Neural Networks Federated Learning

This book masters the critical skill of selective data removal from AI systems—essential for regulatory compliance and ethical AI development. This comprehensive book bridges the gap between theoretical foundations and practical implementation, offering clear pathways through both exact and approx...

Machine Unlearning: Concepts, Techniques and Applications

Rajan Gupta, Anamika Gupta, Sarabjeet Kaur Kochhar, Saibal K. Pal
Springer International Publishing
149.79 € · eBook

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