Estimating Treatment Effects under Algorithmic Interference: A Structured Neural Networks Approach

Ruohan Zhan, Shichao Han, Yuchen Hu +1

Online user-generated content platforms allocate billions of dollars of promotional traffic through algorithms in two-sided marketplaces. To evaluate updates to these algorithms, p…