ZIN: When and How to Learn Invariance Without Environment Partition?

Yong Lin, Shengyu Zhu, Lu Tan +1

It is commonplace to encounter heterogeneous data, of which some aspects of the data distribution may vary but the underlying causal mechanisms remain constant. When data are divid…