Co-first author of 'Local Normalization Distortion and the Thermodynamic Formalism of Decoding Strategies for Large Language Models', EMNLP Findings 2025
Co-first author of 'TempTest: Local Normalization Distortion and the Detection of Machine-Generated Text', AISTATS 2025
Published work on fairness evaluation in transaction fraud models at International Conference for AI in Finance 2024
Oral presentation on locally differentially private embedding models for fraud prevention at ICDM Data Mining in Finance 2023
Oral presentation on pretrained generative autoregression for transaction sequences at International Conference for AI in Finance 2023
Multiple publications in mathematics journals including Monatsh. Math., Journal of Theoretical Probability, and Journal of Fractal Geometry
PhD thesis titled 'Coincidence and Disparity of Fractal Dimensions', University of St Andrews, 2021