algorithmic-fairness

kozodoi/fairness

R package for computing and visualizing fair ML metrics

rahmanidashti/FairRecSys

[Official Codes] Experiments on Generalizability of User-Oriented Fairness in Recommender Systems (SIGIR 2022)

wearepal/EthicML

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

YyzHarry/shortcut-ood-fairness

[Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization

ogencoglu/fair_cyberbullying_detection

Source code and models for the paper "Cyberbullying Detection with Fairness Constraints". IEEE Internet Computing, 2020

fair-search/fairsearch-fair-python

Python library with the core algorithms used to do FA*IR ranking.

fair-search/fairsearch-fair-for-elasticsearch

Fair search elasticsearch plugin

trustworthy-machine-learning/trustworthy-machine-learning.github.io

A School for All Seasons on Trustworthy Machine Learning

YyzHarry/vlm-fairness

Demographic Bias of Vision-Language Foundation Models in Medical Imaging

vefthym/fairER

FairER: Entity Resolution with Fairness Constraints

fair-search/fairsearch-deltr-python

Disparate Exposure in Learning To Rank for Python

privacytrustlab/adversarial_bias

Analyzing Adversarial Bias and the Robustness of Fair Machine Learning

yangjenny/BiasMitigationRL

Code implementation for BiasMitigationRL, a reinforcement learning-based bias mitigation method.

Amandarg/debias

Implementation of debiasing algorithm in "Debiasing Representations by Removing Unwanted Variation Due to Protected Attributes" on ProPublica's COMPAS data set

fair-search/fairsearch-deltr-for-elasticsearch

fair-search/fairsearch-deltr-java

Disparate Exposure in Learning To Rank for Java

hcorinna/gradual-compatibility

:pencil: Exploring the gradual (in)compatibility of the fairness metrics independence, separation and sufficiency.

Lake-Wang/Recommendation-System-Capstone

Base on deep learning implementation of collaborative filtering, enhance fairness in terms of closing performance gap across users from different subgroups of gender and age

armsp/AIFU

AI flub ups

fair-search/fairsearch-fair-java

Core algorithms used to do fair search. This algorithm are exposed through the Elasticsearch and Solr plugins.

hcorinna/utility-based-fairness

:pencil: Implementation of our approach for balancing the utility of the decision maker and the fairness towards the decision subjects for a prediction-based decision-making system

hyungrok-do/joint-fairness-model

Implementation of Joint Fairness Model with Applications to Risk Predictions for Under-represented Populations

mbar0075/Ethics-in-AI-and-Intelligent-Interfaces

Deliverables relating to the Ethics in Artificial Intelligence & Intelligent Interfaces University Units

ogencoglu/Gender_Bias_FinBERT

A super-quick demo to start discussions on bias in Finnish BERT language model

UIC-InDeXLab/FMC

bintualkassoum/fair-ml-project

This project aims to understand the algorithmic bias in the corrections system through analyzing the COMPAS dataset.

carlomarxdk/algorithmic-fairness-2022

Exercise repository for Algorithmic Fairness, Accountability and Ethics (Spring 2022), IT University of Copenhagen

fair-search/fair-search.github.io

fair search page site

hyungrok-do/fair-glm-cvx

Official Implementation of the paper "Fair Generalized Linear Models with a Convex Penalty."

manjaryp/ImageForgeryFairness

Fairness in Digital Image Forgery Detection System

trustworthy-ml-course/trustworthy-ml-course.github.io

Trustworthy AI/ML course by Professor Birhanu Eshete, University of Michigan, Dearborn.

hcorinna/university-admissions

:pencil: Exploring data-driven affirmative action policies for university admissions