bias-mitigation

There are 0 repository under bias-mitigation topic.

pterhoer / MAAD-Face
A face database with a large number of high-quality attribute annotations
bias-mitigation database face face-recognition facerecognition privacy privacy-enhancing-technologies soft-biometrics
206
holistic-ai / holisticai
This is an open-source tool to assess and improve the trustworthiness of AI systems.
benchmark bias-mitigation efficacy explainability-metric explainable-ai machine-learning privacy responsible-ai robustness
Language:Jupyter Notebook 83
facerec-bias-bfw
visionjo / facerec-bias-bfw
Source code and notebooks to reproduce experiments and benchmarks on Bias Faces in the Wild (BFW).
face-recognition bias bias-mitigation python data-analysis data-visualization dataset computer-vision machine-learning classification ethnicity-analysis gender-bias ethnic-diversity face-dataset face-verification
Language:Jupyter Notebook 47
oracle / guardian-ai
Oracle Guardian AI Open Source Project is a library consisting of tools to assess fairness/bias and privacy of machine learning models and data sets.
accelerated-data-science bias-mitigation fairness machine-learning oci oracle privacy responsible-ai
Language:Python 45
EqualityAI / EqualityML
Evidence-based tools and community collaboration to end algorithmic bias, one data scientist at a time.
bias bias-correction bias-mitigation data-science fair fairness fairness-ml machine-learning biases
Language:Jupyter Notebook 34
ashryaagr / Fairness.jl
Julia Toolkit with fairness metrics and bias mitigation algorithms
bias-audit bias-mitigation fairness fairness-assessment fairness-ml julia machine-learning mlj
Language:Julia 31
YyzHarry / shortcut-ood-fairness
[Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization
algorithmic-fairness bias-mitigation fairness medical-imaging ood-generalization out-of-distribution shortcut-learning shortcuts spurious-correlations subpopulation generalization nature-medicine
Language:Python 23
zhihengli-UR / DebiAN
Official code of "Discover and Mitigate Unknown Biases with Debiasing Alternate Networks" (ECCV 2022)
bias-detection bias-mitigation computer-vision responsible-ai trustworthy-ai
Language:Python 23
arezou-pakzad / CIRCLe
CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions
bias-mitigation classification dermatology fairness-ai fairness-ml representation-learning skin-lesion-classification skin-type-bias gan
Language:Python 16
YyzHarry / vlm-fairness
Demographic Bias of Vision-Language Foundation Models in Medical Imaging
algorithmic-fairness bias-mitigation fairness foundation-models medical-imaging ood-generalization subpopulation vision-language-model vision-language-pretraining
Language:Python 14
Jiaxuan-Li / PnD
[ICCV 2023] Partition-and-Debias: Agnostic Biases Mitigation via a Mixture of Biases-Specific Experts
bias bias-mitigation computer-vision fairness iccv iccv2023 python pytorch trustworthy-ai
Language:Python 7
scotthlee / fairness
Enforcing fairness in binary and multiclass classification
equalized-odds supervised-learning bias-mitigation classification fairness-ml postprocessing unfairness-mitigation responsible-ai multiclass-classification machine-learning
Language:Jupyter Notebook 6
Wazzabeee / Bias-Mitigation-In-LLM
Research POC on the mitigation of bias in large language models (FLAN-T5 and Bloomz) through fine-tuning.
bias-correction bias-mitigation bloomz fine-tuning flan-t5 huggingface large-language-models llm nlp prompting crowspairs stereoset
Language:Jupyter Notebook 6
aliciapj / xai-genz
Explainable AI & fashion talk & experiments
xai ml machine-learning t3chfest fairness-ml fairness-ai bias-detection bias-mitigation artificial-intelligence artificial-neural-networks artificial-intelligence-algorithms lime shap keras-vis fashion-mnist fashion-mnist-dataset ai keras tensorflow
Language:Jupyter Notebook 5
yangjenny / BiasMitigationRL
Code implementation for BiasMitigationRL, a reinforcement learning-based bias mitigation method.
algorithmic-fairness bias-mitigation reinforcement-learning
Language:Python 5
Ethical-Spectacle / fair-ly
Bias detection Toolkit: Chrome Extension, Python Package, SOTA research paper docs.
bias-analysis bias-detection bias-mitigation bias-reduction chrome-extension python-package social-bias
Language:Jupyter Notebook 3
MarwanMashra / bias-mitigation-for-age-detection
An ML competition on CodaLab to estimate the age from images while mitigating the bias
age-detection bias-mitigation computer-vision ml-competition
Language:Jupyter Notebook 3
sfu-mial / CIRCLe
CIRCLe: Color Invariant Representation Learning for Unbiased Classification of Skin Lesions. Mirror of https://github.com/arezou-pakzad/CIRCLe
fairness-ai bias-mitigation classification dermatology fairness-ml representation-learning skin-lesion-classification skin-type-bias gan
Language:Python 3
Tonyhrule / Queer-Bias-LLMs
This project implements a collaborative agent pipeline to detect and reduce biases in large language model outputs, focusing on improving pronoun inclusivity and fair queer representation.
artificial-intelligence bias-mitigation multiagent-systems
Language:Python 3
meilfang / FairnessFacePAD
Fairness in Face Presentation Attack Detection
anti-spoofing bias-mitigation biometrics computer-vision face fairness machine-learning presentation-attack-detection
2
MIND-Lab / Debiasing-Misogynous-Meme-Recognition-Systems
hatespeech memes multimodal bias bias-detection bias-mitigation
Language:Jupyter Notebook 2
seonglae / emgsd-hermes
Steering GPT2-EMGSD less biased & Generating stereotyped text with vanilla GPT2 without fine tuning or prompt engineering
bias-correction bias-mitigation emgsd gpt2 sparse-autoencoder steering-vector stereotype
Language:Jupyter Notebook 2
ahmedshahabaz / Team-2_VoiceAI
Detecting & Mitigating Bias: Gender, Age & Site
bias-detection bias-mitigation voice voiceai voicebiomarkers voice-ai
Language:Jupyter Notebook 1
boyla950 / classification-with-no-discrimination
Coursework solutions for a 2nd year Computer Science sub-module on Bias in AI @ Durham University. Attempts to minimise gender bias when using ML to predict income.
adult-income bias-mitigation fairness-ai fairness-ml machine-learning
Language:Jupyter Notebook 1
cdei-development
imrehg / cdei-development
Machine Learning Bias Exploration
bias-correction ai-safety bias-mitigation machine-learning machine-learning-models fairness-ai fairness-ml
Language:Jupyter Notebook 1
koudounasalkis / CSI-MIT
This repo contains the code for "Privacy Preserving Data Selection for Bias Mitigation in Speech Models"
bias-mitigation data-selection speech-recognition spoken-language-understanding asr privacy
Language:Jupyter Notebook 1
Biases-im-Machine-Learning
Team-Obisidan / Biases-im-Machine-Learning
This German scientific poster (developed as HTML5/React web app) shows the potential implications of racial/social/... Biases in the context of Machine Learning
machine-learning biases bias-mitigation scientific-poster german-language
Language:JavaScript 1
ToineSayan / counterfactual-representations-for-explanation
Pytorch implementation of 'Explaining text classifiers with counterfactual representations' (Lemberger & Saillenfest, 2024)
bias-correction bias-detection bias-mitigation bias-reduction causality counterfactual-explanations explainable-ai machine-learning natural-language-processing pytorch research-paper text-classification
Language:Python 1
3x-dev / ChatGPT-Political-Bias-Mitigation-ConstitutionalAI
Codebase for political bias mitigation in ChatGPT using Anthropic's ConstitutionalAI principles
ai machine-learning research bias-mitigation
Language:Jupyter Notebook 0
CharmaineBarker / FairVIC
All the material needed to implement FairVIC for bias mitigation in deep neural networks.
bias-mitigation fairness-ai
Language:Jupyter Notebook 0
DIDSR / bias.myti.report
A visualization tool to facilitate the comparison of user-implemented bias mitigation methods for AI models
artificial-intelligence bias bias-mitigation image-classification quantitative-misrepresentation transfer-learning
Language:Jupyter Notebook 0
Innoccull / Responsible-AI-Demo
A demonstration of detecting and mitigating bias in AI.
bias-detection bias-mitigation explainable-ai fairlearn interpretml responsible-ai
Language:Jupyter Notebook 0
MajaMittag / gender_bias_da
Measure and mitigate gender bias in Danish toxicity classifiers and sentiment analysis models.
bias-detection bias-mitigation danish fairness gender-bias sentiment-analysis toxicity-detection
Language:Jupyter Notebook 0
HannanJaved / FairnessAwareMEssages
Repository for FAME and A-FAME used to perform bias mitigation when using GNNs
bias-mitigation fairness-ai gnn-algorithm
Language:Python
Malga-Vision / MoDAD
Official Pytorch source code supporting the implementation of: "Looking at Model Debiasing through the Lens of Anomaly Detection", Vito Paolo Pastore, Massimiliano Ciranni, Davide Marinelli, Francesca Odone, Vittorio Murino, IEEE/CVF WACV, 2025
bias-detection bias-mitigation computer-vision deep-learning
Language:Python
riccardocadei / ISTAnt
Automatic treatment effect estimation on ecological data with partial labelling
bias-mitigation causal-inference representation-learning supervised-learning
Language:Jupyter Notebook

bias-mitigation

pterhoer / MAAD-Face

holistic-ai / holisticai

visionjo / facerec-bias-bfw

oracle / guardian-ai

EqualityAI / EqualityML

ashryaagr / Fairness.jl

YyzHarry / shortcut-ood-fairness

zhihengli-UR / DebiAN

arezou-pakzad / CIRCLe

YyzHarry / vlm-fairness

Jiaxuan-Li / PnD

scotthlee / fairness

Wazzabeee / Bias-Mitigation-In-LLM

aliciapj / xai-genz

yangjenny / BiasMitigationRL

Ethical-Spectacle / fair-ly

MarwanMashra / bias-mitigation-for-age-detection

sfu-mial / CIRCLe

Tonyhrule / Queer-Bias-LLMs

meilfang / FairnessFacePAD

MIND-Lab / Debiasing-Misogynous-Meme-Recognition-Systems

seonglae / emgsd-hermes

ahmedshahabaz / Team-2_VoiceAI

boyla950 / classification-with-no-discrimination

imrehg / cdei-development

koudounasalkis / CSI-MIT

Team-Obisidan / Biases-im-Machine-Learning

ToineSayan / counterfactual-representations-for-explanation

3x-dev / ChatGPT-Political-Bias-Mitigation-ConstitutionalAI

CharmaineBarker / FairVIC

DIDSR / bias.myti.report

Innoccull / Responsible-AI-Demo

MajaMittag / gender_bias_da

HannanJaved / FairnessAwareMEssages

Malga-Vision / MoDAD

riccardocadei / ISTAnt