Advancing Privacy-Aware Machine Learning on Sensitive Data via Edge-Based Continual μ-Training for Personalized Large Models

Z Huang, L Yu, LF Herbozo Contreras, K Eshraghian… - medRxiv, 2024 - medrxiv.org
This paper introduces an innovative method for fine-tuning a larger multi-label model for
abnormality detection, utilizing a smaller trainer and advanced knowledge distillation …
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Advancing Privacy-Aware Machine Learning on Sensitive Data via Edge-Based Continualµ-Training for Personalized Large Models

Z Huang, L Yu, HC LF, K Eshraghian, ND Truong… - 2024 - europepmc.org
This paper introduces an innovative method for fine-tuning a larger multi-label model for
abnormality detection, utilizing a smaller trainer and advanced knowledge distillation …