• Day 1 | Monday, September 12 Summer School
    8:30- 9:00 Arrivals

    9:00- 10:30 Introduction to GPs Richard Wilkinson The University of Nottingham

    10:30- 11:00 Coffee Break

    11:00- 12:30 TBC Carl Henrik Ek University of Cambridge

    12:30- 13:45 Lunch

    13:45- 15:30 Lab Session 1

    15:30- 16:00 Coffee Break

    16:00- 17:00 Bayesian Neural Networks Yingzhen Li Imperial College London
  • Day 2 Tuesday, September 13 Summer school
    8:40- 9:00 Arrivals

    9:00- 10:30 Scalable / Big Data Zhenwen Dai Spotify

    10:30- 11:00 Coffee Break

    11:00- 12:30 GPs for non-Gaussian likelihoods ST John https://fcai.fi/ and https://research.cs.aalto.fi/pml/

    12:30- 13:45 Lunch

    13:45- 15:30 Lab Session 2

    15:30- 16:00 Tea Break

    16:00- 17:00 Spectral & Spherical Gaussian Processes Vincent Dutordoir University of Cambridge

    17:30- 20:00 Visit to the NATIONAL VIDEOGAME MUSEUM (VNM)

    19:30- 21:00 Dinner at Kommune (next door to the NVM)
  • Day 3 Wednesday, September 14 Summer school
    8:40- 9:00 Arrivals

    9:00- 10:30 Machine Learning and the Physical World Neil Lawrence University of Cambridge

    10:30- 11:00 Coffee Break

    11:00- 12:30 Bayesian Optimisation Javier González Microsoft Research Cambridge

    12:30- 13:45 Lunch

    13:45- 15:30 Lab Session 3

    15:30- 16:00 Tea Break

    16:00- 17:00 Causal Decision Making and GPs Virginia Aglietti Aglietti Deep Mind
  • Workshop | Thursday, September 15 Probabilistic Numerics
    8:40- 9:00 Arrivals

    9:00- 9:45 Probability and Numerics: A Modern Retrospective Tim Sullivan University of Warwick

    9:45- 10:30 GParareal: (Towards) A Probabilistic Time-Parallel ODE Solver Tim Sullivan University of Warwick

    10:30- 11:00 Coffee Break

    11:00- 12:00 Black-Box Probabilistic Numerics (TBC) Chris Oates Newcastle University

    12:00- 13:00 Lunch

    13:00- 13:50 ODE Solvers as Gauss-Markov Regression: An Overview Filip Tronarp University of Tuebingen

    13:50- 14:40 Gaussian process regression in inverse problems and Markov chain Monte Carlo Aretha Teckentrup University of Edinburgh

    14:40- 15:30 Title TBC Oksana Chkrebtii Ohio State University

    15:30- 16:00 Coffee Break

    16:00- 17:00 Discussion and Questions