news
| Jun 5, 2023 | Mathematical and Scientific Machine Learning at ICERM |
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| May 15, 2023 | Portland, Oregon. Global Sensitivity Analysis in High Dimensional Parameter Spaces See program description here (link may expire). In this minisymposium, I discussed the problem setup of Sobol’ analysis via polynomial chaos expansion, its convergence properties, and the so-called curse of dimensionality. I then discussed how to perform regression descent in tensor-train format and compute the indices. |
| Feb 14, 2023 | CTF Workshop at UW AI Institute in Dynamical Systems |