The fifty-nineth UQSay seminar on UQ, DACE and related topics will take place online on Thursday afternoon, May 11, 2023. 2–3 PM — Felix Schneider (Technical University of Münich) — [slides] Sparse Bayesian Learning for Rational Polynomial Chaos Expansion and Application in Structural Dynamics Surrogate models enable efficient propagation of uncertainties in computationally demanding models […]
The fifty-eighth UQSay seminar on UQ, DACE and related topics will take place online on Thursday afternoon, April 20, 2023. 2–3 PM — Yingfan Wang (Interpretable ML Lab, Duke Univ.) — [slides] Understanding principles for dimensionality reduction tools, and PaCMAP for data visualization Dimension reduction (DR) techniques such as t-SNE, UMAP, and TriMap have demonstrated […]
The fifty-seventh UQSay seminar on UQ, DACE and related topics will take place online on Thursday afternoon, March 30, 2023. WARNING: Unusual starting time: UQSay #57 will begin at 3 PM (Paris time). Don’t trust the poster. 3–4 PM — Andrew Gordon Wilson (New York University) Myths and Legends of Bayesian Deep Learning Bayesian inference […]
The fifty-sixth UQSay seminar on UQ, DACE and related topics will take place online on Thursday afternoon, March 16, 2023. 2–3 PM — Paul Novello (DEEL – IRT Saint-Exupery – ANITI ) — [slides] Making Sense of Dependence: Efficient Black-box Explanations Using Dependence Measure In this talk, we present a new efficient black-box attribution method […]
The fifty-fifth UQSay seminar on UQ, DACE and related topics will take place online on Thursday afternoon, February 16, 2023. 2–3 PM — Oindrila Kanjilal (T.U. Munich) — [slides] Reliability assessment of structural dynamic systems by importance sampling Engineering structures are sometimes exposed to disastrous dynamic loading, such as strong wind and seismic motions. Structural […]
