Pathologies of Predictive Diversity in Deep Ensembles

Taiga Abe, E. Kelly Buchanan, Geoff Pleiss +1

Classic results establish that encouraging predictive diversity improves performance in ensembles of low-capacity models, e.g. through bagging or boosting. Here we demonstrate that…