Learning In Reverse Causal Strategic Environments With Ramifications on Two Sided Markets

Seamus Somerstep, Yuekai Sun, Ya'acov Ritov

Motivated by equilibrium models of labor markets, we develop a formulation of causal strategic classification in which strategic agents can directly manipulate their outcomes. As a…