Adaptive Uncertainty Estimation via High-Dimensional Testing on Latent Representations

Tsai Hor Chan, Kin Wai Lau, Jiajun Shen +2

Uncertainty estimation aims to evaluate the confidence of a trained deep neural network. However, existing uncertainty estimation approaches rely on low-dimensional distributional…