fairness topic

Examples of unfairness detection for a classification-based credit model

valeria-io

caterinaurban

Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.

navdeep-G

Code for paper https://arxiv.org/abs/2102.13186

chirag126

Multi-Calibration & Multi-Accuracy Boosting for R

mlr-org

EMNLP 2022: "MABEL: Attenuating Gender Bias using Textual Entailment Data" https://arxiv.org/abs/2210.14975

princeton-nlp

Matching in GAN latent space for better bias benchmarking and semantic image editing. 👶🏻🧒🏾👩🏼‍🦰👱🏽‍♂️👴🏾

csinva

Package for evaluating the performance of methods which aim to increase fairness, accountability and/or transparency

wearepal

Provably fair implementation done in javascript.

alexcambose

Paper List for Fair Graph Learning (FairGL).

EdisonLeeeee