Mixed-initiative explanation methods: towards the next generation of interactive machine learning steered with rich feedback of non-expert users

The overall objective of this project is to enable non-expert users to interact with ML models as a basis to improve the accuracy of such models and to increase user trust. As individual users have different needs, the long-term goal of our research is to personalise mixed-initiative explanation interfaces to the specific needs, characteristics, and context of each user.