Harald Oberhauser

Associate Professor, University of Oxford

Joined

September 2020

Names

Harald Oberhauser (Preferred)

Emails

****@maths.ox.ac.uk (Confirmed)

****@gmail.com (Confirmed)

****@maths.ox.ac.uk (Confirmed)

Personal Links

Career & Education History

Associate Professor

University of Oxford (oxford.ac.uk)

2015 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Learning to Forget: Bayesian Time Series Forecasting using Recurrent Sparse Spectrum Signature Gaussian Processes
Csaba Tóth, Masaki Adachi, Michael A Osborne, Harald Oberhauser
- AISTATS 2025 Poster
- Readers: Everyone
SOBER: Highly Parallel Bayesian Optimization and Bayesian Quadrature over Discrete and Mixed Spaces
Masaki Adachi, Satoshi Hayakawa, Saad Hamid, Martin Jørgensen, Harald Oberhauser, Michael A Osborne
- SODS 2023 Poster
- Readers: Everyone
Kernelized Cumulants: Beyond Kernel Mean Embeddings
Patric Bonnier, Harald Oberhauser, Zoltán Szabó
- NeurIPS 2023 spotlight
- Readers: Everyone
Kernelized Cumulants: Beyond Kernel Mean Embeddings
Patric Bonnier, Harald Oberhauser, Zoltán Szabó
- 28 Feb 2023 (modified: 28 Feb 2023)
- OpenReview Archive Direct Upload
- Readers: Everyone
Sampling-based Nyström Approximation and Kernel Quadrature
Satoshi Hayakawa, Harald Oberhauser, Terry Lyons
- ICML 2023 Poster
- Readers: Everyone
Capturing Graphs with Hypo-Elliptic Diffusions
Csaba Toth, Darrick Lee, Celia Hacker, Harald Oberhauser
- Published: 31 Oct 2022, Last Modified: 11 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination
Masaki Adachi, Satoshi Hayakawa, Martin Jørgensen, Harald Oberhauser, Michael A Osborne
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Positively Weighted Kernel Quadrature via Subsampling
Satoshi Hayakawa, Harald Oberhauser, Terry Lyons
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
The shifted ODE method for underdamped Langevin MCMC
James Foster, Terry Lyons, Harald Oberhauser
- 19 Jun 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections
Csaba Toth, Patric Bonnier, Harald Oberhauser
- Published: 12 Jan 2021, Last Modified: 12 Oct 2025
- ICLR 2021 Poster
- Readers: Everyone