Model Interpretability

Fair and Explainable Machine Learning

A guide on how to prevent bias in Machine Learning models and understand their decisions.

Pier Paolo Ippolito
Towards Data Science
5 min readJun 22, 2021

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“Although neural networks might be said to write their own programs, they do so towards goals set by humans, using data collected for human purposes. If the data is skewed, even by…

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