output
20222026
most citedFinite element analysis of biomechanical interactions of a subcutaneous suspension suture and human face soft-tissue: a cadaver study

9 citations

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Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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stat.ML2026

Exact Functional ANOVA Decomposition for Categorical Inputs Models

Baptiste Ferrere, Nicolas Bousquet, Fabrice Gamboa +2

Functional ANOVA offers a principled framework for interpretability by decomposing a model's prediction into main effects and higher-order interactions. For independent features, t…

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…

stat.ML2024★ 1 cited

Conformal Approach To Gaussian Process Surrogate Evaluation With Coverage Guarantees

Edgar Jaber, Vincent Blot, Nicolas Brunel +6

Gaussian processes (GPs) are a Bayesian machine learning approach widely used to construct surrogate models for the uncertainty quantification of computer simulation codes in indus…