Detecting Errors and Estimating Accuracy on Unlabeled Data with Self-training Ensembles

Jiefeng Chen 0001, Frederick Liu, Besim Avci, Xi Wu 0001, Yingyu Liang, Somesh Jha. Detecting Errors and Estimating Accuracy on Unlabeled Data with Self-training Ensembles. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 14980-14992, 2021. [doi]

Abstract

Abstract is missing.