2 papers
cs.AI2021
Resource Planning for Hospitals Under Special Consideration of the COVID-19 Pandemic: Optimization and Sensitivity Analysis
Thomas Bartz-Beielstein, Marcel Dröscher, Alpar Gür +9
Crises like the COVID-19 pandemic pose a serious challenge to health-care institutions. They need to plan the resources required for handling the increased load, for instance, hosp…
cs.LG2021
Surrogate Model Based Hyperparameter Tuning for Deep Learning with SPOT
Thomas Bartz-Beielstein, Frederik Rehbach, Amrita Sen +1
A surrogate model based hyperparameter tuning approach for deep learning is presented. This article demonstrates how the architecture-level parameters (hyperparameters) of deep lea…