Contrastive Identification and Generation in the Limit

arXiv:2605.06211v1 Announce Type: cross Abstract: In the classical identification in the limit model of Gold [1967], a stream of positive examples is presented round by round, and the learner must eventually recover the target hypothesis. Recently, Kleinberg and Mullainathan [2024] introduced...