no code implementations • 8 Nov 2019 • Nicholas Schmidt, Bryce Stephens
In this article, we provide an overview of the potential benefits and risks associated with the use of algorithms and data, and focus specifically on fairness.
5 code implementations • 8 Jun 2019 • Patrick Hall, Navdeep Gill, Nicholas Schmidt
Explainable machine learning (ML) enables human learning from ML, human appeal of automated model decisions, regulatory compliance, and security audits of ML models.
BIG-bench Machine Learning Explainable artificial intelligence +1