cs.LG, cs.NA, math.NA, stat.ML

Analytical Extraction of Conditional Sobol’ Indices via Basis Decomposition of Polynomial Chaos Expansions

arXiv:2604.19165v1 Announce Type: cross
Abstract: In uncertainty quantification, evaluating sensitivity measures under specific conditions (i.e., conditional Sobol’ indices) is essential for systems with parameterized responses, such as spatial fields…