• Software for Gaussian processes (Thursday, September 16)

    Room: Zoom
  • Day 1 | Monday, September 13 Summer School
    8:30- 9:00 Arrivals

    9:00- 10:30 An introduction to GPs Richard Wilkinson The University of Nottingham [slides]

    10:30- 11:00 Coffee Break

    11:00- 12:30 Kernel design Nicolas Durrande Secondmind [slides]

    12:30- 14:00 Lunch

    14:00- 15:30 Lab session 1 and round tables with the speakers (Prof. Richard Wilkinson and Dr. Nicolas Durrande)

    15:30- 16:00 Coffee Break

    16:00- 17:00 Spectral kernels Markus Heinonen Aalto University [slides]
  • Day 2 | Tuesday, September 14 Summer School
    8:30- 9:00 Arrivals

    9:00- 10:30 Scalability of Gaussian Processes Zhenwen Dai Spotify [slides]

    10:30- 11:00 Coffee Break

    11:00- 12:30 GPs for non-Gaussian likelihoods ST John Finnish Center for Artificial Intelligence/Aalto University [slides]

    12:30- 14:00 Lunch

    14:00- 15:30 Lab session 2 and round tables with the speakers (Dr. Zhenwen Dai and Dr. ST John)

    15:30- 16:00 Coffee Break

    16:00- 17:00 Multioutput Gaussian Processes Felipe Tobar Universidad de Chile [slides]
  • Day 3 | Wednesday, September 15 Summer School
    8:30- 9:00 Arrivals

    09:00- 10:30 Unsupervised and Composite Gaussian Processes Carl Henrik Ek University of Cambridge [slides]

    10:30- 11:00 Coffee Break

    11:00- 12:30 Introduction to Bayesian Optimisation Javier González Microsoft Research Cambridge [slides]

    12:30- 14:00 Lunch

    14:00- 15:30 Lab session 3 and round tables with the speakers (Dr. Carl Henrik Ek and Dr. Javier González)

    15:30- 16:00 Coffee Break

    16:00- 17:00 Emulation Neil Lawrence University of Cambridge [slides]
  • Workshop Thursday, September 16 Software for Gaussian processes
    8:30- 9:00 Arrivals

    9:00- 16:30 Software for Gaussian processes