OxonFair: a flexible toolkit for algorithmic fairness

We present OxonFair, a new open source toolkit for enforcing fairness in binary classification. Compared to existing toolkits: (i) We support NLP and Computer Vision classification as well as standard tabular problems. (ii) We support enforcing fairness on validation data, making us robust to a wide...

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Bibliographic Details
Main Authors: Delaney, E, Fu, Z, Wachter, S, Mittelstadt, B, Russell, C
Format: Conference item
Language:English
Published: Neural Information Processing Systems Foundation 2025