Uncertainty Estimation via Hyperspherical Confidence Mapping
arXiv:2605.05964v1 Announce Type: new
Abstract: Quantifying uncertainty in neural network predictions is essential for high-stakes domains such as autonomous driving, healthcare, and manufacturing. While existing approaches often depend on costly samp…