Uncertainty Estimation via Hyperspherical Confidence Mapping

Eunseo Choi, Ho-Yeon Kim, Jaewon Lee +3

Quantifying uncertainty in neural network predictions is essential for high-stakes domains such as autonomous driving, healthcare, and manufacturing. While existing approaches ofte…