Presentation
ACMP02 - Demographic Aware Hyperparameter Optimization for Cancer
Presenter
DescriptionThe preliminary work presented here evaluates the robustness and bias of ML models by probing HPO behavior under different demographic conditions, which is critical for the development of clinically-usable methods. By examining the different hyperparameter distributions for a transformer based model along a male-female data split, we gain insight into the behavior and transferability of hyperparameters along imbalanced datasets in this area.
TimeTuesday, June 410:04 - 10:05 CEST
LocationHG F 30 Audi Max
Session Chair
Event Type
Poster
