Papers due to June, 20, 2020 ICML Workshop intrpretable AI “beyond xAI”

interpretable machine learning workshop beyond explainable ai

Causability and Explainability of Artificial Intelligence among the most downlaoded article in 2019

In the same way that usability encompasses measurements for the quality of use, causability encompasses measurements for the quality of explanations.

Measuring the Quality of Explanations: We released the System Causability Scale (SCS)

In the same way that usability encompasses measurements for the quality of use, causability encompasses measurements for the quality of explanations.

The EU Guidelines for Trustworthy AI include transparent machine learning

The guidelines of the European Union on building trust in human-centered AI encompass 7 key requirements: Human agency and oversight; Robustness and Safety, Privacy, Transparency, Fairness, Societal well-being, Accountability