Call for Papers Journal Special Issue on Advances in Explainable and Responsible Artificial Intelligence
From explainable AI to responsible AI
Author Archive for: Andreas Holzinger
Entries by Andreas Holzinger
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.
Ten Commandments for Human-AI interaction – Which are the most important?
Please take part in the survey on ten-commandments for human-ai interaction, ethical legal and social issues of artificial intelligence
Austrian Science Fund FWF Project on Explainable-AI granted
I just got granted a basic research project on explainability by the Austrain Science Fund
Talk at First Austrian IFIP Forum 2019, May 8-9
In the context of the First Austrian IFIP Forum and in my role as Austrian TC 12 representative and WG 12.9 working member, I provided a talk on “From Machine Learning to Explainable AI”
Explainable AI – from local explanations to global understanding
A new publication by the Lee Lab on explanations for ensemble tree-based predictions which results a exact solution that guarantees desirable explanation properties for global understanding
Talk on explainability at the Austrian Coucil on Robotics and Artificial Intelligence
On Friday, May, 3, 2019 I had the great honor to provide an invited talk on explainable AI to the Austrian Council on Robotics and Artificial Intelligence …