Evidential Uncertainty Quantification: A Variance-Based Perspective

Ruxiao Duan, Brian Caffo, Harrison X. Bai +2

Uncertainty quantification of deep neural networks has become an active field of research and plays a crucial role in various downstream tasks such as active learning. Recent advan…