Multi-resolution Multi-task Gaussian Processes. - Oliver Hamelijnck; Theodoros Damoulas; Kangrui Wang; Mark A. Girolami (NeurIPS, 2019)

Non-separable Non-stationary random fields. - Kangrui Wang; Oliver Hamelijnck; Theodoros Damoulas; Mark F. J. Steel (ICML, 2020)

Transforming Gaussian Processes With Normalizing Flows. - Juan Maroñas; Oliver Hamelijnck; Jeremias Knoblauch; Theodoros Damoulas (AISTATS, 2021)

Spatio-Temporal Variational Gaussian Processes. - Oliver Hamelijnck; William J. Wilkinson; Niki Andreas Lopi; Arno Solin; Theodoros Damoulas (NeurIPS, 2021)

Physics-Informed Variational State-Space Gaussian Processes. - Oliver Hamelijnck; Arno Solin; Theodoros Damoulas (NeurIPS, 2024)

Federated Generalised Variational Inference: A Robust Probabilistic Federated Learning Framework. - Terje Mildner; Oliver Hamelijnck; Paris Giampouras; Theodoros Damoulas (CoRR, 2025)