Masahiro Kato

Automatic Debiased Learning from Positive, Unlabeled, and Exposure Data

2023 · arXiv (Cornell University)

We address the issue of binary classification from positive and unlabeled data (PU classification) with a selection bias in the positive data. During the observation process, (i) a sample is exposed to a user, (ii) …