Towards a Foundation Purchasing Model: Pretrained Generative Autoregression on Transaction Sequences. - Piotr Skalski; David Sutton; Stuart Burrell; Iker Perez; Jason Wong (ICAIF, 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 (ICDM (Workshops), 2023)

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 (ICAIF, 2024)

TempTest: Local Normalization Distortion and the Detection of Machine-generated Text. - Tom Kempton; Stuart Burrell; Connor Cheverall (AISTATS, 2025)

Fairness-Aware Low-Rank Adaptation Under Demographic Privacy Constraints. - Parameswaran Kamalaruban; Mark Anderson; Stuart Burrell; Maeve Madigan; Piotr Skalski; David Sutton (CoRR, 2025)

Local Normalization Distortion and the Thermodynamic Formalism of Decoding Strategies for Large Language Models. - Tom Kempton; Stuart Burrell (CoRR, 2025)