Browsing by Department "Faculty of Industrial Eng., Mechanical Eng. and Computer science (UI)"

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Parallel and Scalable Hyperparameter Optimization for Distributed Deep Learning Methods on High-Performance Computing Systems

Aach, Marcel (University of Iceland, School of Engineering and Natural Sciences, Faculty of Industrial Engineering, Mechanical Engineering and Computer Science, 2025-01)

The design of Deep Learning (DL) models is a complex task, involving decisions on the general architecture of the model (e.g., the number of layers of the Neural Network (NN)) and on the optimization algorithms (e.g., the learning rate). These so-called ...
Pattern Scheduling: A Practical Approach to Preventing Surgery Cancellations Due to Uncertainty in Surgery Times, Bed Availability, and Arrivals of Semi-Acute Elective Patients

Sigurpálsson, Ásgeir Örn (University of Iceland, School of Engineering and Natural Sciences, Faculty of Industrial Engineering, Mechanical Engineering and Computer Science, 2025-01-31)

Demographic change, increasing cost of care, and shortage of hospital workers pose challenges in hospital management. As a response, hospitals maintain high utilisation of their existing resources by maximising patient throughput to minimise waiting ...

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