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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
Fast data inversion for high-dimensional dynamical systems from noisy measurements
Presenter
- Mengyang Gu
April 1, 2025
IMSI
Subspace accelerated measure transport method for sequential experimental design
Presenter
- Karina Koval
April 1, 2025
IMSI
Distributional encoding for Gaussian process regression with qualitative inputs
Presenter
- S\u00e9bastien Da
March 31, 2025
IMSI
Generating Representative Point Samples from Probability Distributions
Presenter
- Nathan Kirk
March 31, 2025
IMSI
Learning linear operators: Infinite-dimensional regression as a well-behaved non-compact inverse problem
Presenter
- Tim Sullivan
March 31, 2025
IMSI
Data-Efficient Kernel Methods for Discovering Differential Equations and Their Solution Operators
Presenter
- Houman Owhadi
March 31, 2025
IMSI