2021
Imprecise Oracles Impose Limits to Predictability in Supervised Learning (Extended Abstract)
IJCAI 2021poster
Supervised learning operates on the premise that labels unambiguously represent ground truth. This premise is reasonable in domains wherein a high degree of consensus is easily possible for any given data record, e.g. in agreeing on whether an image contains an elephant or not. However, there are se…