The Pok\’emon Theorem and other Fairness Impossibility Results
arXiv:2605.09221v1 Announce Type: cross
Abstract: Fairness impossibility results often look like distinct scalar incompatibility statements. We show that several share one RKHS geometry: fairness criteria are linear constraints on conditional mean emb…