Gaussian Process Priors for Dynamic Paired Comparison Modelling. - Martin Ingram (CoRR, 2019)

Approximate Bayesian inference for large-scale hierarchical modelling. - Martin Ingram (2021)

Scaling multi-species occupancy models to large citizen science datasets. - Martin Ingram; Damjan Vukcevic; Nick Golding (CoRR, 2022)

Calibrating trust between humans and artificial intelligence systems. - Martin Ingram (2023)

Black Box Variational Inference with a Deterministic Objective: Faster, More Accurate, and Even More Black Box. - Ryan Giordano; Martin Ingram; Tamara Broderick (J. Mach. Learn. Res., 2024)