Nick van de Waterlaat

Neural Architecture Search for Ultra-low Memory Blood Glucose Forecasting on the Edge

Predictive modeling of blood glucose levels of patients is a key enabler for automated management of diabetes. However, such models are typically executed on battery-operated and resource-constrained edge devices, which limits the deployment feasibility of complex machine learning methods. To allevi…