Jean-Christophe Dubois

Evidential uncertainty sampling for active learning

2023 · arXiv (Cornell University)

Recent studies in active learning, particularly in uncertainty sampling, have focused on the decomposition of model uncertainty into reducible and irreducible uncertainties. In this paper, the aim is to simplify the computational process while eliminating …