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Found 4 papers, 1 papers with code
Hoeffding decomposition of black-box models with dependent inputs
The elements of this decomposition can be expressed using oblique projections and allow for novel interpretability indices for evaluation and variance decomposition purposes.
Quantile-constrained Wasserstein projections for robust interpretability of numerical and machine learning models
Numerical experiments on real case studies, from the UQ and ML fields, highlight the computational feasibility of such studies and provide local and global insights on the robustness of black-box models to input perturbations.
Recoloring graphs of treewidth 2
In this note, we prove that it can be reduced for graphs of treewidth 2, which are 2-degenerate.
Discrete Mathematics Combinatorics 05C15, 05C85 G.2.2; F.2.2
An innovative solution for breast cancer textual big data analysis
With no need for biomedical annotators or pre-defined ontologies, this language-agnostic method reached an good extraction accuracy for several concepts of interest, according to a comparison with a manually structured file, without requiring any existing corpus with local or new notations.
