Additive Control Variates Dominate Self-Normalisation in Off-Policy Evaluation

Olivier Jeunen, Shashank Gupta

Off-policy evaluation (OPE) is essential for assessing ranking and recommendation systems without costly online interventions. Self-Normalised Inverse Propensity Scoring (SNIPS) is…