This is files for me undergraduate thesis on detecting gender bias in Bangladeshi newspapers.
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Updated
Aug 16, 2018 - Jupyter Notebook
This is files for me undergraduate thesis on detecting gender bias in Bangladeshi newspapers.
SIREN: A Simulation Framework for Understanding the Effects of Recommender Systems in Online News Environments
Building Fair AI models tutorial at PyData Berlin / REVISION 2018
Package implementing methods developed in "Preventing Fairness Gerrymandering" [ICML '18], "Rich Subgroup Fairness for Machine Learning" [ FAT* '19]. active development fork @algowatchupenn
Companion to my blog post: How Biases in Language get Perpetuated by Technology
Hmumu classifiers trained to be fair w.r.t. the invariant mass.
Awesome list of AI Fairness tools, research papers, tutorials and any other relevant materials. For use by data scientists, AI engineers and policymakers alike.
Examples of unfairness detection for a classification-based credit model
Data and Model-based approaches for Mitigating Bias in Machine Learning Applications
Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.
FACT-AI (Fairness, Accountability, Confidentiality, and Transparency in AI) Project on Debiasing word embeddings
Article for Special Edition of Information: Machine Learning with Python
Machine Learning Bias Exploration
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