Automatic selection of hyper-parameters via the use of softened profile likelihood

Gengyang Chen, Mu Zhu

We extend a heuristic method for automatic dimensionality selection, which maximizes a profile likelihood to identify "elbows" in scree plots. Our extension enables researchers to…