Incentivizing Compliance with Algorithmic Instruments

Dung Daniel T. Ngo, Logan Stapleton, Vasilis Syrgkanis, Steven Wu

Abstract: Randomized experiments can be susceptible to selection bias due to potential non-compliance by the participants. While much of the existing work has studied compliance as a static behavior, we prop...