Hamelijnck, Oliver

6 publications

ICML 2025 Federated Generalised Variational Inference: A Robust Probabilistic Federated Learning Framework Terje Mildner, Oliver Hamelijnck, Paris Giampouras, Theodoros Damoulas

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

AISTATS 2021 Transforming Gaussian Processes with Normalizing Flows Juan Maroñas, Oliver Hamelijnck, Jeremias Knoblauch, Theodoros Damoulas

NeurIPS 2021 Spatio-Temporal Variational Gaussian Processes Oliver Hamelijnck, William Wilkinson, Niki Loppi, Arno Solin, Theodoros Damoulas

ICML 2020 Non-Separable Non-Stationary Random Fields Kangrui Wang, Oliver Hamelijnck, Theodoros Damoulas, Mark Steel

NeurIPS 2019 Multi-Resolution Multi-Task Gaussian Processes Oliver Hamelijnck, Theodoros Damoulas, Kangrui Wang, Mark Girolami