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Apr 24, 2019 - Jupyter Notebook
fairness-ml
Here are 182 public repositories matching this topic...
Codebase for "Fair-GAIN" for fair ML predictions.
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Mar 24, 2023 - Python
Quantum faireness verifying algorithm based on calculating Lipschitz constant, an implementaion of paper: https://arxiv.org/pdf/2207.11173.pdf💿
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Mar 3, 2024 - Jupyter Notebook
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Apr 27, 2021 - Jupyter Notebook
Examining the susceptibility of Fairness Measures to various scenarious of data imbalance
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Jan 21, 2023 - Jupyter Notebook
Model selection criterion to obtain machine learning models with both high fairness and high accuracy
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Jan 20, 2023 - Jupyter Notebook
This Repository is for Kaggle NLP Challenge
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Feb 10, 2021 - Jupyter Notebook
Fairness-aware Data Mining
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Mar 19, 2019 - Python
Repo for framework which assesses the viability of fairness-enhancing interventions.
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Aug 8, 2022 - Jupyter Notebook
A collection of notebooks to explore bias, fairness and explainability of machine learning models
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Feb 7, 2021 - Jupyter Notebook
Visual Computing and Biometric Security Lab, Wichita State University
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Mar 17, 2022 - SCSS
Implementation of CAPE algorithm proposed in the paper "Ensuring Fairness under Prior Probability Shifts" by Biswas et al.
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Jan 11, 2024 - Jupyter Notebook
Analysis of (group) fairness measures. How fair can you get under class imbalance. Representation bias and stereotypical bias. Histogram visualizations and analyses.
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Jan 21, 2023 - Jupyter Notebook
Data Utility Improvement Experiment for DECAF
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Dec 19, 2022 - Python
Variational Fair Autoencoder implementation in Pytorch.
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Feb 5, 2023 - Jupyter Notebook
This repository provides some group fairness metrics to Machine Learning classifier of German Credit Scoring Dataset. It computes demographic parity, equal opportunity and equalized odd for the sensitive variable gender.
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Jul 22, 2020 - R
Replicates the work from David Solans et al 2020 on poisoning algorithmic fairness.
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Jun 30, 2021 - Python
Code for the KDD 2023 paper "Online Fairness Auditing through Iterative Refinement"
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Nov 7, 2023
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Feb 27, 2019 - Jupyter Notebook
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