cs.LG, stat.ML

Robust Representation Learning through Explicit Environment Modeling

arXiv:2604.26128v1 Announce Type: new
Abstract: We consider learning from labeled data collected across multiple environments, where the data distribution may vary across these environments. This problem is commonly approached from a causal perspectiv…