arXiv stat.ML
· Papers
Bayesian Invariance Modeling of Multi-Environment Data
arXiv:2506.22675v4 Announce Type: replace Abstract: Invariant prediction [Peters et al., 2016] analyzes feature/outcome data from multiple environments to identify invariant features - those with a stable predictive relationship to the outcome. Such features support generalization to new environments and help reveal ca