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Svetoslav Nizhnichenkov

Student

Project Title

Human-in-the loop model training with explanations and feedback

Project Description

This PhD will work on human-compatible AI systems with a focus on trust and user-induced feedback loops. Recent advances in explainability and interactive AI have opened up avenues for users to influence AI systems, however, this presents many challenges such as how to quantify knock on effects, how to seek feedback from users, how to efficiently incorporate user feedback, and how to facilitate AI systems to negotiate a common objective and understanding between the system, the domain expert user and the AI system designer. This PhD will explore research challenges in this space with a view on solving real world problems that AI system designers face.