IBM Research Hursley (UK)
An IBM technology and research site in Hursley, United Kingdom.
Joint research connected interpretable AI, uncertainty and human judgement. Publications examined trust calibration, situational understanding and explanations for decisions, including social media moderation.
Papers and technical reports
Visualizing Logic Explanations for Social Media Moderation
2023 · Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS
Rapid Trust Calibration through Interpretable and Uncertainty-Aware AI
2020 · Patterns
Uncertainty-Aware situational understanding
2019 · Proceedings of SPIE - The International Society for Optical Engineering
Cognitive computing for coalition situational understanding
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
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
Learning and Reasoning in Complex Coalition Information Environments: A Critical Analysis
2018 · 2018 21st International Conference on Information Fusion, FUSION 2018
Subjective bayesian networks and human-in-the-loop situational understanding
2018 · Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Privacy enforcement through policy extension
2016 · Proceedings - IEEE Military Communications Conference MILCOM