Tag: bip

Bayesian Invariance Modeling of Multi-Environment Data arXiv:2506.22675v1 Announce Type: new 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 causal mechanisms. Previous methods have primarily tackled this…