algorithmic-fairness
There are 33 repositories under algorithmic-fairness topic.
yromano/cqr
Conformalized Quantile Regression
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-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
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