Chidubem Arachie

Adversarial Labeling for Learning without Labels

2018 · arXiv (Cornell University)

We consider the task of training classifiers without labels. We propose a weakly supervised method---adversarial label learning---that trains classifiers to perform well against an adversary that chooses labels for training data. The weak supervision constrains …