Structured Credal Learning

Varun Venkatesh, Eyke Hüllermeier, Bernd Bischl +1

Real-world learning tasks often encounter uncertainty due to covariate shift and noisy or inconsistent labels. However, existing robust learning methods merge these effects into a…