Learning Context-conditioned Gaussian Overbounds for Convolution-Based Uncertainty Propagation

Ruirui Liu, Xuejie Hou, Yiping Jiang +1

Uncertainty quantification is essential in safety-critical settings--from autonomous driving to aviation, finance, and health--where decisions must rely on conservative bounds rath…