From Prediction to Incrementality: Causal Optimization for Large-Scale Targeting and Recommendation

Changshuai Wei, John Bencina, Phuc Nguyen +2

Large-scale targeting and recommendation systems are typically built around predictive scores fed into heuristic or local allocation. When the business goal is incremental impact,…