Stuart Burrell

According to our database, Stuart Burrell authored at least 9 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Log-Likelihood, Simpson's Paradox, and the Detection of Machine-Generated Text.

Tom Kempton, Viktor Drobnyi, Maeve Madigan, Stuart Burrell

CoRR, May, 2026

DMAP: A Distribution Map for Text.

Tom Kempton, Julia Rozanova, Parameswaran Kamalaruban, Maeve Madigan, Karolina Wresilo, Yoann L. Launay, David Sutton, Stuart Burrell

CoRR, February, 2026

2025

Emergent Bias and Fairness in Multi-Agent Decision Systems.

Maeve Madigan, Parameswaran Kamalaruban, Glenn Moynihan, Tom Kempton, David Sutton, Stuart Burrell

CoRR, December, 2025

Fairness-Aware Low-Rank Adaptation Under Demographic Privacy Constraints.

Parameswaran Kamalaruban, Mark Anderson, Stuart Burrell, Maeve Madigan, Piotr Skalski, David Sutton

CoRR, March, 2025

Local Normalization Distortion and the Thermodynamic Formalism of Decoding Strategies for Large Language Models.

Tom Kempton, Stuart Burrell

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

TempTest: Local Normalization Distortion and the Detection of Machine-generated Text.

Tom Kempton, Stuart Burrell, Connor Cheverall

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Evaluating Fairness in Transaction Fraud Models: Fairness Metrics, Bias Audits, and Challenges.

Parameswaran Kamalaruban, Yulu Pi, Stuart Burrell, Eleanor Drage, Piotr Skalski, Jason Wong, David Sutton

Proceedings of the 5th ACM International Conference on AI in Finance, 2024

2023

Locally Differentially Private Embedding Models in Distributed Fraud Prevention Systems.

Iker Perez, Jason Wong, Piotr Skalski, Stuart Burrell, Richard Mortier, Derek McAuley, David Sutton

Proceedings of the IEEE International Conference on Data Mining, 2023

Towards a Foundation Purchasing Model: Pretrained Generative Autoregression on Transaction Sequences.

Piotr Skalski, David Sutton, Stuart Burrell, Iker Perez, Jason Wong

Proceedings of the 4th ACM International Conference on AI in Finance, 2023