Error Probability Bounds for Invariant Causal Prediction via Multiple Access Channels

Austin Goddard, Yu Xiang, Ilya Soloveychik

We consider the problem of lower bounding the error probability under the invariant causal prediction (ICP) framework. To this end, we examine and draw connections between ICP and…