The merits of velocity clamping particle swarm optimisation in high dimensional spaces. - Elre T. Oldewage; Andries P. Engelbrecht; Christopher Wesley Cleghorn (SSCI, 2017)

The Importance of Component-Wise Stochasticity in Particle Swarm Optimization. - Elre T. Oldewage; Andries P. Engelbrecht; Christopher Wesley Cleghorn (ANTS Conference, 2018)

Boundary Constraint Handling Techniques for Particle Swarm Optimization in High Dimensional Problem Spaces. - Elre T. Oldewage; Andries P. Engelbrecht; Christopher Wesley Cleghorn (ANTS Conference, 2018)

Degrees of stochasticity in particle swarm optimization. - Elre T. Oldewage; Andries P. Engelbrecht; Christopher W. Cleghorn (Swarm Intell., 2019)

Movement patterns of a particle swarm in high dimensional spaces. - Elre T. Oldewage; Andries P. Engelbrecht; Christopher W. Cleghorn (Inf. Sci., 2020)

Adversarial Attacks are a Surprisingly Strong Baseline for Poisoning Few-Shot Meta-Learners. - Elre T. Oldewage; John Bronskill; Richard E. Turner (ICBINB, 2022)

Scalable One-Pass Optimisation of High-Dimensional Weight-Update Hyperparameters by Implicit Differentiation. - Ross M. Clarke; Elre Talea Oldewage; José Miguel Hernández-Lobato (ICLR, 2022)

Series of Hessian-Vector Products for Tractable Saddle-Free Newton Optimisation of Neural Networks. - Elre Talea Oldewage; Ross M. Clarke; José Miguel Hernández-Lobato (Trans. Mach. Learn. Res., 2024)