The thirty-seventh UQSay seminar on UQ, DACE and related topics will take place online on Thursday afternoon, November 18, 2021. 2–3 PM — Toni Karvonen (University of Helsinki) — [slides] Parameter estimation in Gaussian process regression for deterministic functions In fields such as kriging, modelling of computer experiments, and probabilistic numerical computation, Gaussian process (GP) […]
The thirty-sixth UQSay seminar on UQ, DACE and related topics will take place online on Thursday afternoon, November 4, 2021. 2–3 PM — Thomas Santner (Ohio State University) — [slides] Using Combined Physical and Computer Experiments to Solve Bioengineering Problems Bioengineering seeks to solve problems at the confluence of Engineering and Biology. Classical Bioengineering applications […]
The thirty-fifth UQSay seminar on UQ, DACE and related topics will take place online on Thursday afternoon, October 21, 2021. 3–4 PM — Polina Kirichenko (New York University) — [slides] Scaling Bayesian Deep Learning: Subspace Inference Bayesian methods can provide full-predictive distributions and well-calibrated uncertainties in modern deep learning. The Bayesian approach is especially relevant […]
The thirty-fourth UQSay seminar on UQ, DACE and related topics will take place online on Thursday afternoon, October 7, 2021. 2–3 PM — Elmar Plischke (T.U. Clausthal) — [slides] Optimal-transport-based sensitivity measures and their computation The theory of optimal transport and the use of Wasserstein distances are attracting increasing attention in statistics and machine learning. […]
The thirty-third UQSay seminar on UQ, DACE and related topics, organized by L2S, MSSMAT, LMT and EDF R&D, will take place online on Thursday afternoon, July 1, 2021. 2–3 PM — Iason Papaioannou (T.U. Munich) — [slides] Reliability sensitivity analysis with FORM This talk discusses reliability sensitivity analysis with the first-order reliability method (FORM). Classical […]
