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Search results for fairness bias
bias
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fairness
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18 search results found
Aif360
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2,293
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
Aequitas
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606
Bias and Fairness Audit Toolkit
Awesome Fairness In Ai
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257
A curated list of awesome Fairness in AI resources
Image Crop Analysis
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198
Code for reproducing our analysis in the paper titled: Image Cropping on Twitter: Fairness Metrics, their Limitations, and the Importance of Representation, Design, and Agency
Fairlens
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76
Identify bias and measure fairness of your data
Fairai
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76
This is a collection of papers and other resources related to fairness.
Machine Learning Ethics References
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54
List of references about Machine Learning bias and ethics
Dnikit
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47
A Python toolkit for analyzing machine learning models and datasets.
Responsibly
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41
Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰
Responsibleai
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34
A collection of news articles, books, and papers on Responsible AI cases. The purpose is to study these cases and learn from them to avoid repeating the failures of the past.
Equalityml
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24
Evidence-based tools and community collaboration to end algorithmic bias, one data scientist at a time.
Fairrecsys
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17
Python scripts for studying bias in recommender systems
Sonder
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8
Sonder is an open-source platform enabling access to diverse knowledge.
Matching With Gans
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7
Matching in GAN latent space for better bias benchmarking and semantic image editing. 👶🏻🧒🏾👩🏼🦰👱🏽♂️👴🏾
Fairpoi
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6
The Unfairness of Active Users and Popularity Bias in Point-of-Interest Recommendation (Bias@ECIR 22))
Shortcuts Chest Xray
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6
Detecting Shortcuts in Medical Images - A Case Study in Chest X-rays - ISBI 2023
Canonical_sets
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5
Exposing Algorithmic Bias with Canonical Sets
Uge Unbiased Graph Embedding
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5
This is the code for paper "Unbiased Graph Embedding with Biased Graph Observations" accepted by WWW'22.
1-18 of 18 search results
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