Siddharth Narayanaswamy (Collaborator)
Reader, Explainable AI, School of Informatics, University of Edinburgh
Siddarth is a Reader in Explainable AI in the School of Informatics at the University of Edinburgh and a part-time Senior Research Fellow in Safe & Ethical AI at The Alan Turing Institute, the UK’s national institute for data science. He is also a Visiting Fellow at the Department of Engineering at the University of Oxford and an ELLIS Scholar.
His research interests are broad and cross-disciplinary, motivated by problems at the intersection of machine learning, computer vision, natural language processing, cognitive science, robotics, and neuroscience. In particular, he focuses on unsupervised learning of structured representations from perceptual data, exploring inductive biases for such models, and establishing common ground between machines and humans through interaction, with implications for building robust, generalisable, and interpretable AI and ML systems.