Nathanael Teissier

On Codomain Separability and Label Inference from (Noisy) Loss Functions.

2021 · arXiv (Cornell University)

Machine learning classifiers rely on loss functions for performance evaluation, often on a private (hidden) dataset. Label inference was recently introduced as the problem of reconstructing the ground truth labels of this private dataset from …