Inclusion of responsible artificial Intelligence and machine learning as part of the global data ecosystem framework for producing Official Statistics
Abstract
This talk will showcase examples of responsible machine learning (ML), including introduction of ML methods and results of proof of concepts and how we compared international approaches, learned from other NSIs and brought knowledge back to the UK Office by incorporating ML at the Social Survey to automate editing and imputation processes as a pilot project.