Tools and References for Tracing Learning Models


[Amandeep, 15.04.2019]

1. Auditing Black-box Models for Indirect Influence:

2. Certifying & Removing Disparate Impact:

3. Auditing Black Box Models:

Slides :…

4. Content from Fairness Accountability & Transparency (FAT) 2019 :

5. A comparative study of fairness-enhancing interventions in machine learning:





Artificial Intelligence modelvalidation modeltracing AIAudit algorithmfairness algorithmtransparency algorithmaccountability


Enviado por David ASTURIOL… em Sex, 05/31/2019 - 16:08

Thank you for sharing this. Definitely a must-read in order to consider "validation" of AI models, which in my opinion will be the only way forward to get regulators to accept the use of AI technologies.