A review of homomorphic encryption and software tools for encrypted statistical machine learning. - Louis J. M. Aslett; Pedro M. Esperança; Chris C. Holmes (CoRR, 2015)

Encrypted statistical machine learning: new privacy preserving methods. - Louis J. M. Aslett; Pedro M. Esperança; Chris C. Holmes (CoRR, 2015)

Cryptographically secure multiparty evaluation of system reliability. - Louis J. M. Aslett (CoRR, 2016)

Encrypted Accelerated Least Squares Regression. - Pedro M. Esperança; Louis J. M. Aslett; Chris C. Holmes (AISTATS, 2017)

Bayesian nonparametric system reliability using sets of priors. - Gero Walter; Louis J. M. Aslett; Frank P. A. Coolen (Int. J. Approx. Reason., 2017)

Multilevel Monte Carlo for Reliability Theory. - Louis J. M. Aslett; Tigran Nagapetyan; Sebastian J. Vollmer (Reliab. Eng. Syst. Saf., 2017)

Imprecise Probability Inference on Masked Multicomponent System. - Daniel Krpelik; Frank P. A. Coolen; Louis J. M. Aslett (SMPS, 2018)

Reliability analysis of general phased mission systems with a new survival signature. - Xianzhen Huang; Louis J. M. Aslett; Frank P. A. Coolen (Reliab. Eng. Syst. Saf., 2019)

Model updating after interventions paradoxically introduces bias. - James Liley; Samuel R. Emerson; Bilal A. Mateen; Catalina A. Vallejos; Louis J. M. Aslett; Sebastian J. Vollmer (AISTATS, 2021)

Optimal sizing of a holdout set for safe predictive model updating. - Sami Haidar-Wehbe; Samuel R. Emerson; Louis J. M. Aslett; James Liley (CoRR, 2022)

Publisher Correction: Development and assessment of a machine learning tool for predicting emergency admission in Scotland. - James Liley; Gergo Bohner; Samuel R. Emerson; Bilal A. Mateen; Katie Borland; David Carr; Scott Heald; Samuel D. Oduro; Jill Ireland; Keith Moffat; Rachel Porteous; Stephen Riddell; et al. (npj Digit. Medicine, 2024)

Development and assessment of a machine learning tool for predicting emergency admission in Scotland. - James Liley; Gergo Bohner; Samuel R. Emerson; Bilal A. Mateen; Katie Borland; David Carr; Scott Heald; Samuel D. Oduro; Jill Ireland; Keith Moffat; Rachel Porteous; Stephen Riddell; et al. (npj Digit. Medicine, 2024)

kalis: a modern implementation of the Li & Stephens model for local ancestry inference in R. - Louis J. M. Aslett; Ryan R. Christ (BMC Bioinform., 2024)

Ethical considerations of use of hold-out sets in clinical prediction model management. - Louis Chislett; Louis J. M. Aslett; Alisha R. Davies; Catalina A. Vallejos; James Liley (AI Ethics, 2025)