Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Combining Pseudo-Point and State Space Approximations for Sum-Separable Gaussian Processes


Jun 18, 2021
Will Tebbutt, Arno Solin, Richard E. Turner


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Convolutional conditional neural processes for local climate downscaling


Jan 20, 2021
Anna Vaughan, Will Tebbutt, J. Scott Hosking, Richard E. Turner

* 26 pages, 12 figures 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Sparse Gaussian Process Variational Autoencoders


Oct 23, 2020
Matthew Ashman, Jonathan So, Will Tebbutt, Vincent Fortuin, Michael Pearce, Richard E. Turner

* 19 pages, 6 figures 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Scalable Exact Inference in Multi-Output Gaussian Processes


Nov 14, 2019
Wessel P. Bruinsma, Eric Perim, Will Tebbutt, J. Scott Hosking, Arno Solin, Richard E. Turner

* 19 pages, 9 figures, includes appendix 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

A Differentiable Programming System to Bridge Machine Learning and Scientific Computing


Jul 18, 2019
Mike Innes, Alan Edelman, Keno Fischer, Chris Rackauckas, Elliot Saba, Viral B Shah, Will Tebbutt

* Submitted to NeurIPS 2019 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

The Gaussian Process Autoregressive Regression Model (GPAR)


Feb 21, 2018
James Requeima, Will Tebbutt, Wessel Bruinsma, Richard E. Turner

* 14 pages, 11 figures, 4 tables, includes appendices; added missing paragraph and figure 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email