Tag: Uncertainty Quantification

Benchmarking Uncertainty Quantification for Deep Learning

Imagine you’re in a self-driving car, and a person suddenly appears in front of it. The car fails to brake—and that person gets hurt. Not because you made a mistake, but because the AI failed to detect that person. Worse, it was confident in its decision and didn’t even slow down.    Recent research shows that …