Scholar
N. Siddharth
Google Scholar ID: V7D7hxMAAAAJ
Reader in Explainable AI, University of Edinburgh
Citations & Impact
Citations
2,682
H-index
19
i10-index
26
Publications
20
Co-authors
59
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Specific details on publications, awards, patents, or projects are not provided.
Research Experience
- Currently a Reader in Explainable AI at the School of Informatics, University of Edinburgh, leading the ExLab research group; Visiting Fellow at the Department of Engineering, University of Oxford; ELLIS Scholar; Previously a Postdoc and Senior Researcher at the Torr Vision Group, University of Oxford, working with Phil Torr; Postdoc at the Computation and Cognition Lab, Stanford University, working with Noah Goodman.
Education
- PhD in Electrical & Computer Engineering, Purdue University, Advisor: Jeff Siskind
Background
- Research interests span machine learning, computer vision, natural language processing, cognitive science, robotics, and neuroscience. Particularly interested in 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, generalizable, and interpretable AI and ML systems.
Miscellany
- Looking for strong and motivated PhD students.
