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20202022
most citedA Possibility in Algorithmic Fairness: Can Calibration and Equal Error Rates Be Reconciled?

4 citations · 5 across the 3 of their papers we have counts for

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stat.ML2022

Classification as Direction Recovery: Improved Guarantees via Scale Invariance

Suhas Vijaykumar, Claire Lazar Reich

Modern algorithms for binary classification rely on an intermediate regression problem for computational tractability. In this paper, we establish a geometric distinction between c…