Bias in AI can lead to discrimination and result in real world consequences. Fairness and bias have also proved a major hindrance to mass AI adoption, which created a strong economic driver for solving the problem and intensified and the rate and scale of research into the problem.
Mosalam Ebrahimi and the team at Trueface.ai have started collecting papers, presentations, and open source projects on ML bias mitigation in a github repository. Following the recent popular trend of "Awesome_" titled topic based curation repositories. The repository is titled "Awesome Algorithmic Bias Mitigation"
We need the community's help make this list more complete, if you know some project or paper on the topic please create a pull request to add to the list.
Mosalam Ebrahimi and the team at Trueface.ai have started collecting papers, presentations, and open source projects on ML bias mitigation in a github repository. Following the recent popular trend of "Awesome_" titled topic based curation repositories. The repository is titled "Awesome Algorithmic Bias Mitigation"
We need the community's help make this list more complete, if you know some project or paper on the topic please create a pull request to add to the list.
https://social.trueface.ai/github-awesome-bias-mitigation