Oliver Hamelijnck

According to our database, Oliver Hamelijnck authored at least 6 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Federated Generalised Variational Inference: A Robust Probabilistic Federated Learning Framework.

Terje Mildner, Oliver Hamelijnck, Paris Giampouras, Theodoros Damoulas

CoRR, February, 2025

2024

Physics-Informed Variational State-Space Gaussian Processes.

Oliver Hamelijnck, Arno Solin, Theodoros Damoulas

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2021

Spatio-Temporal Variational Gaussian Processes.

Oliver Hamelijnck, William J. Wilkinson, Niki Andreas Lopi, Arno Solin, Theodoros Damoulas

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Transforming Gaussian Processes With Normalizing Flows.

Juan Maroñas, Oliver Hamelijnck, Jeremias Knoblauch, Theodoros Damoulas

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Non-separable Non-stationary random fields.

Kangrui Wang, Oliver Hamelijnck, Theodoros Damoulas, Mark F. J. Steel

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Multi-resolution Multi-task Gaussian Processes.

Oliver Hamelijnck, Theodoros Damoulas, Kangrui Wang, Mark A. Girolami

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019