Enhancing Uncertainty Estimation and Interpretability via Bayesian Non-negative Decision Layer

Xinyue Hu, Zhibin Duan, Bo Chen +1

Although deep neural networks have demonstrated significant success due to their powerful expressiveness, most models struggle to meet practical requirements for uncertainty estima…