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Shiva Sitaraman edited this page Dec 9, 2017
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Welcome to the dBias wiki!
Some of the articles to refer to:
- https://enterprisersproject.com/article/2016/9/reduce-biases-machine-learning-start-openly-discussing-problem
- https://www.mckinsey.com/business-functions/risk/our-insights/controlling-machine-learning-algorithms-and-their-biases
- http://www.cs.virginia.edu/~vicente/files/bias.pdf
- https://www.graphcore.ai/posts/removing-bias-from-machine-learning
Some candidate datasets:
- Adult Dataset (UCI-ML) - http://archive.ics.uci.edu/ml/machine-learning-databases/adult/
- Titanic Survival Dataset - https://www.kaggle.com/c/titanic/data
- Bank Marketing - http://archive.ics.uci.edu/ml/datasets/Bank+Marketing
- H1-B dataset - https://www.kaggle.com/nsharan/h-1b-visa
- FIFA 18 dataset - https://www.kaggle.com/skalskip/fifa-18-data-exploration-and-d3-js-visualization/