AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias
… open source Python toolkit for algorithmic fairness, AI Fairness 360 (… of this toolkit are to help
facilitate the transition of fairness … for fairness researchers to share and evaluate algorithms. …
facilitate the transition of fairness … for fairness researchers to share and evaluate algorithms. …
[PDF][PDF] AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias
… -source Python toolkit for algorithmic fairness, AI Fairness 360 (… of this toolkit are to help
facilitate the transition of fairness … a common framework for fairness researchers to share and …
facilitate the transition of fairness … a common framework for fairness researchers to share and …
[图书][B] AI fairness
T Mahoney, K Varshney, M Hind - 2020 - krvarshney.github.io
… the open source tools available in AI Fairness 360 (AIF360). … AIF360 is an extensible, open
source toolkit for measuring, … in bias detection and mitigation. It offers a Python tutorial on …
source toolkit for measuring, … in bias detection and mitigation. It offers a Python tutorial on …
The landscape and gaps in open source fairness toolkits
… Fairness 360 briefy described past toolkits that were relatively limited in functionalities. The
objective of Fairness 360 … AI Fairness 360: An extensible toolkit for detecting and mitigating …
objective of Fairness 360 … AI Fairness 360: An extensible toolkit for detecting and mitigating …
Towards fairness AI: A data-centric approach
U Ojha - 2022 - webthesis.biblio.polito.it
… from Synthesized SDK and AI Fairness Toolkit 360. We will … such tools and frameworks that
are widely used to detect and … developed by IBM is an open-source, extensible library that …
are widely used to detect and … developed by IBM is an open-source, extensible library that …
A framework for fairness: A systematic review of existing fair AI solutions
B Richardson, JE Gilbert - arXiv preprint arXiv:2112.05700, 2021 - arxiv.org
… LiFT is a recently released toolkit that provides fairness detection strategies for measuring …
to AI Fairness 360, they do not produce their own visualizations. Unlike previous toolkits, they …
to AI Fairness 360, they do not produce their own visualizations. Unlike previous toolkits, they …
Fairframe: a fairness framework for bias detection and mitigation in news
… Furthermore, we integrate an explainable AI module post-detection, which enhances
transparency and bolsters the perception of fairness. Finally, we uniquely employ LLMs in our bias …
transparency and bolsters the perception of fairness. Finally, we uniquely employ LLMs in our bias …
Introduction to AI fairness
… That team most recently contributed to several IBM Research's Trusted AI projects, including
the AI Fairness 360 and AI Explanability 360. Rachel received her doctorate in cognitive …
the AI Fairness 360 and AI Explanability 360. Rachel received her doctorate in cognitive …
Exploring how machine learning practitioners (try to) use fairness toolkits
… how participants learn about and use fairness toolkits, and explored the … We identified several
opportunities for fairness toolkits to … AI Fairness 360: An extensible toolkit for detecting and …
opportunities for fairness toolkits to … AI Fairness 360: An extensible toolkit for detecting and …
Introduction to AI fairness
… of open source toolkits that can be used to assess AI fairness. … it is one of the few toolkits that
implement not only the metrics … Fairness 360 and AI Explainability 360 open source toolkits, …
implement not only the metrics … Fairness 360 and AI Explainability 360 open source toolkits, …