2022
Decision-Dependent Risk Minimization in Geometrically Decaying Dynamic Environments
AAAI 2022technical
This paper studies the problem of expected loss minimization given a data distribution that is dependent on the decision-maker's action and evolves dynamically in time according to a geometric decay process. Novel algorithms for both the information setting in which the decision-maker has a first o…