arXiv cs.LG
· Papers
Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation
arXiv:2603.02043v2 Announce Type: replace Abstract: We revisit transductive learning where predictions are made with the set of all covariates known in advance. In the leave-one-out (LOO) setting, the prediction is made with labels of the remaining sample points and evaluated by the average error. In particular, we stu