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cs.LG2026
PAC Learning with Query Feedback
Chase Hutton, Adam Melrod, Han Shao
We study realizable multiclass PAC learning with query feedback, where each training example provides a single binary response indicating whether its true label belongs to a chosen…
cs.LG2026
On Randomized Algorithms in Online Strategic Classification
Chase Hutton, Adam Melrod, Han Shao
Online strategic classification studies settings in which agents strategically modify their features to obtain favorable predictions. For example, given a classifier that determine…