David Sutton

Joined

April 2022

Names

David Sutton (Preferred)

Emails

****@featurespace.co.uk (Confirmed)

Personal Links

Career & Education History

Lecturer

Featurespace Innovation Lab, VISA (visa.com)

2025 – 2025

Principal Researcher

Innovation Lab, Featurespace (featurespace.com)

2015 – 2024

Postdoc

Institute of Astronomy, University of Cambridge (cam.ac.uk)

2010 – 2015

Advisors, Relations & Conflicts

Postdoc Advisee

2021 – 2024

PhD Advisor

Pedro Gil Ferreira

2006 – 2010

Expertise

Time series analysis

2020 – 2025

AI fairness and explainability

2020 – 2025

Fraud prediction

2015 – 2025

Publications

Fairness-Aware Low-Rank Representation Fine-Tuning
Parameswaran Kamalaruban, Mark Anderson, Stuart Burrell, Maeve Madigan, Piotr Skalski, David Sutton
- AI4GOOD Workshop 2026 Regular
- Readers: Everyone
DMAP: A Distribution Map for Text
Tom Kempton, Julia Rozanova, Parameswaran Kamalaruban, Maeve Madigan, Karolina Wresilo, Yoann Launay, David Sutton, Stuart Burrell
- ICLR 2026 Poster
- Readers: Everyone
Fairness-Aware Test-Time Prompt Tuning
Yoann Launay, Parameswaran Kamalaruban, Tom Kempton, Stuart Burrell, David Sutton
- Submitted to ICLR 2026
- Readers: Everyone
Attribution of Predictive Uncertainties in Classification Models
Iker Perez, Piotr Skalski, Alec Barns-Graham, Jason Wong, David Sutton
- Published: 20 May 2022, Last Modified: 12 Oct 2025
- UAI 2022 Poster
- Readers: Everyone

Co-Authors