Evidential Pseudo-Label Ensemble for semi-supervised classification

Kai Wang, Changqing Zhang, Yu Geng, Huan Ma

Abstract: Highlights•EPLE addresses the confirmation bias with a novel evidence-based ensemble strategy.•Dempster–Shafer theory is introduced to integrate diverse predictions reaching more reliable decisions.•Extensive experiments on multiple benchmark datasets validate the superiority of our model.