2 papers
stat.ML2022
A Survey of Risk-Aware Multi-Armed Bandits
Vincent Y. F. Tan, Prashanth L. A., Krishna Jagannathan
In several applications such as clinical trials and financial portfolio optimization, the expected value (or the average reward) does not satisfactorily capture the merits of a dru…
stat.AP2021
An Interpretable Intensive Care Unit Mortality Risk Calculator
Eugene T. Y. Ang, Milashini Nambiar, Yong Sheng Soh +1
Mortality risk is a major concern to patients have just been discharged from the intensive care unit (ICU). Many studies have been directed to construct machine learning models to…