Oliver Hamelijnck

6 papers · 2019–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

NIPS (3) ICML (2) AISTATS (1)

Top co-authors

Theodoros Damoulas (6) Kangrui Wang (2) Arno Solin (2) Juan Maroñas (1) Mark Girolami (1) Niki Loppi (1) William Wilkinson (1) Paris Giampouras (1) Mark Steel (1) Terje Mildner (1)

Keywords

gaussian process (4) variational inference (3) state-space model (2) sparse approximation (1) spatio-temporal filtering (1) differential equation (1) kernel methods (1) nonstationary random field (1) multi-task learning (1) nonseparable kernel (1) spatio-temporal modeling (1) natural gradient (1)

Papers

Federated Generalised Variational Inference: A Robust Probabilistic Federated Learning Framework ICML 2025

Physics-Informed Variational State-Space Gaussian Processes NIPS 2024

Spatio-Temporal Variational Gaussian Processes NIPS 2021

Transforming Gaussian Processes With Normalizing Flows AISTATS 2021

Non-separable Non-stationary random fields ICML 2020

Multi-resolution Multi-task Gaussian Processes NIPS 2019