Research
Pervasive Label Errors in Test Sets Destabilize Machine Learning Benchmarks
Curtis Northcutt, Anish Athalye, and Jonas Mueller
Confident Learning: Estimating Uncertainty in Dataset Labels
Curtis Northcutt, Lu Jiang, and Isaac Chuang
Journal of Artificial Intelligence Research (JAIR), Vol. 70 (2021)
Learning with Confident Examples: Rank Pruning for Robust Classification with Noisy Labels
Curtis Northcutt, Tailin Wu, and Isaac Chuang
33rd Conference on Uncertainty in Artificial Intelligence (UAI 2017)