39 citations
- University of Southern CaliforniaUS2 papers
- Arizona State UniversityUS1 paper
- Drexel UniversityUS1 paper
- Institut de Biologie Intégrative de la CelluleFR1 paper
- Institut Élie Cartan de LorraineFR1 paper
- Institut FourierFR1 paper
- Network Technologies (United States)US1 paper
- Systems and Technology Research (United States)US1 paper
- United States Air Force Office of Scientific ResearchUS1 paper
- United States Department of Homeland SecurityUS1 paper
- Université de LorraineFR1 paper
- University of Massachusetts AmherstUS1 paper
Showing math.STShow all
2 papers · 1 filter
math.ST2025
SCMD: A Kernel-Based Distance for Structural Causal Models to Quantify Transferability Across Environments
Théotime Le Goff, Émilie Devijver
Out-of-distribution generalization is key to building models that remain reliable across diverse environments. Recent causality-based methods address this challenge by learning inv…
math.ST2024
Stable network inference in high-dimensional graphical model using single-linkage
Emilie Devijver, Rémi Molinier, Mélina Gallopin
Stability, akin to reproducibility, is crucial in statistical analysis. This paper examines the stability of sparse network inference in high-dimensional graphical models, where se…