University College London
Our shared work concerned reasoning and learning when information is incomplete or uncertain; interpretable AI and how people assess its recommendations. The linked publications developed these topics through research models, methods and evaluations.
Papers and technical reports
Risk-aware classification via uncertainty quantification
2025 · Expert Systems with Applications
Interpretability of deep learning models: A survey of results
2018 · 2017 IEEE SmartWorld Ubiquitous Intelligence and Computing, Advanced and Trusted Computed, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People and Smart City Innovation, SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017 - Conference Proceedings