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Probabilistic Learning on Manifolds (PLoM) with Transient Diffusion Kernels
Presenter
- Roger Ghanem
April 3, 2025
IMSI
Return of the Latent Space Cowboys: Rethinking the use of VAEs in Bayesian Optimisation over Structured Spaces
Presenter
- Henry Moss
April 3, 2025
IMSI
Adaptive Sampling Methods for Inference involving Computationally Intensive Models
Presenter
- Andrew Duncan
April 3, 2025
IMSI
Respecting the boundaries: Space-filling designs for surrogate modeling with boundary information
Presenter
- Simon Mak
April 2, 2025
IMSI
On kernelized particle systems for sampling and quantization
Presenter
- Youssef Marzouk
April 2, 2025
IMSI
Robust Optimal sensor placement for Bayesian Inverse Problems Governed by PDEs
Presenter
- Alen Alexanderian
April 1, 2025
IMSI
Latent Variable Gaussian Process (LVGP) for Adaptive, Interpretable, and Multi-Fidelity Design of Emerging Materials and Structures
Presenter
- Wei Chen
April 1, 2025
IMSI