10 citations · 19 across the 2 of their papers we have counts for
2 papers
math.ST2022★ 9 cited
Metrics of calibration for probabilistic predictions
Imanol Arrieta-Ibarra, Paman Gujral, Jonathan Tannen +2
Predictions are often probabilities; e.g., a prediction could be for precipitation tomorrow, but with only a 30% chance. Given such probabilistic predictions together with the actu…
cs.LG2021★ 10 cited
Fairness On The Ground: Applying Algorithmic Fairness Approaches to Production Systems
Chloé Bakalar, Renata Barreto, Stevie Bergman +13
Many technical approaches have been proposed for ensuring that decisions made by machine learning systems are fair, but few of these proposals have been stress-tested in real-world…