2 papers
stat.ML2025
Fourier Analysis on the Boolean Hypercube via Hoeffding Functional Decomposition
Baptiste Ferrere, Nicolas Bousquet, Fabrice Gamboa +2
Fourier analysis on the Boolean hypercube is fundamentally defined as the orthogonal decomposition of the space of pseudo-Boolean functions with respect to the uniform probability…
math.MG2024
Fisher-Rao distance between truncated distributions and robustness analysis in uncertainty quantification
Baalu Belay Ketema, Nicolas Bousquet, Francesco Costantino +3
Input variables in numerical models are often subject to several levels of uncertainty, usually modeled by probability distributions. In the context of uncertainty quantification a…