Carl Edward Rasmussen

Full Professor, University of Cambridge

Joined

July 2019

Names

Emails

****@cam.ac.uk (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Full Professor

University of Cambridge (cam.ac.uk)

2007 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Fast non-stationary geospatial modelling with multiresolution (wavelet) Gaussian processes
Talay M Cheema, Carl Edward Rasmussen
- Tackling Climate Change with Machine Learning Workshop, ICLR 2024
- Readers: Everyone
Contrasting Discrete and Continuous Time Methodsfor Bayesian System Identification
Talay M Cheema, Carl Edward Rasmussen
- OpenReview Archive Direct Upload
- Readers: Everyone
ExoPredicator: Learning Abstract Models of Dynamic Worlds for Robot Planning
Yichao Liang, Thanh Dat Nguyen, Cambridge Yang, Tianyang Li, Joshua B. Tenenbaum, Carl Edward Rasmussen, Adrian Weller, Zenna Tavares, Tom Silver, Kevin Ellis
- ICLR 2026 Poster
- Readers: Everyone
Graph neural processes and their application to molecular functions
Miguel Garcia Ortegon, Andreas Bender, Carl Edward Rasmussen, Sergio Bacallado
- Submitted to ICLR 2024
- Readers: Everyone
Integrated Variational Fourier Features for Fast Spatial Modelling with Gaussian Processes
Talay M Cheema, Carl Edward Rasmussen
- Accepted by TMLR
- Readers: Everyone
Sparse Gaussian Process Hyperparameters: Optimize or Integrate?
Vidhi Lalchand, Wessel Bruinsma, David R. Burt, Carl Edward Rasmussen
- Published: 31 Oct 2022, Last Modified: 13 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone
Marginalised Gaussian Processes with Nested Sampling
Fergus Simpson, Vidhi Lalchand, Carl Edward Rasmussen
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone
Kernel Identification Through Transformers
Fergus Simpson, Ian Davies, Vidhi Lalchand, Alessandro Vullo, Nicolas Durrande, Carl Edward Rasmussen
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone
Marginalised Spectral Mixture Kernels with Nested Sampling
Fergus Simpson, Vidhi Lalchand, Carl Edward Rasmussen
- Published: 21 Dec 2020, Last Modified: 05 May 2023
- AABI2020
- Readers: Everyone
Overcoming Mean-Field Approximations in Recurrent Gaussian Process Models
Alessandro Davide Ialongo, Mark van der Wilk, James Hensman, Carl Edward Rasmussen
- 2019 (modified: 11 Nov 2022)
- ICML 2019
- Readers: Everyone

View all 40 publications

Co-Authors

View all 64 co-authors