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…