Identifying Sources of Discrimination Risk in the Life Cycle of Machine Intelligence Applications under New European Union Regulations. - Syed Ali Asad Rizvi; Elmarie van Heerden; Arnold Salas; Favour Nyikosa; Stephen J. Roberts; Michael A. Osborne; Elmer Rodriguez (AAAI Spring Symposia, 2017)

Practical Bayesian Learning of Neural Networks via Adaptive Subgradient Methods. - Arnold Salas; Stefan Zohren; Stephen J. Roberts (CoRR, 2018)

Universal Online Optimization in Dynamic Environments via Uniclass Prediction. - Arnold Salas (CoRR, 2023)