Optimization, Fast and Slow: Optimally Switching between Local and Bayesian Optimization. - Mark McLeod; Stephen J. Roberts; Michael A. Osborne (ICML, 2018)

Fast Information-theoretic Bayesian Optimisation. - Bin Xin Ru; Mark McLeod; Diego Granziol; Michael A. Osborne (ICML, 2018)

Optimizing Bayesian optimization. - Mark McLeod (2018)

A Bayesian Approach for Prioritising Driving Behaviour Investigations in Telematic Auto Insurance Policies. - Mark McLeod; Bernardo Pérez Orozco; Nika Lee; Davide Zilli (CoRR, 2024)