Workshops

Full Schedule

    Day 1 | September 13 (Monday)

    Summer School


    8:30-9:00 Arrivals

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

    10:30-11:00 Coffee Break

    11:00-12:30 Kernel designNicolas 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 kernelsMarkus Heinonen, Aalto University [slides]

    Day 2 | September 14 (Tuesday)

    Summer School


    8:30-9:00 Arrivals

    9:00-10:30 Scalability of Gaussian ProcessesZhenwen Dai, Spotify [slides]

    10:30-11:00 Coffee Break

    11:00-12:30 GPs for non-Gaussian likelihoodsST 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 ProcessesFelipe Tobar, Universidad de Chile [slides]

    Day 3 | September 15 (Wednesday)

    Summer School


    8:30-9:00 Arrivals

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

    10:30-11:00 Coffee Break

    11:00-12:30 Introduction to Bayesian OptimisationJavier 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 EmulationNeil Lawrence, University of Cambridge [slides]

    Workshop September 16 (Thursday)

    Software for Gaussian processes


    8:30-9:00 Arrivals

    9:00-16:30 Software for Gaussian processes