Policy Learning with Weak Signals

Benedikt Koch, Winston Chou, Aurélien Bibaut +1

Policy learning in digital experimentation faces three challenges: weak signal-to-noise ratios, rich covariate spaces, and massive data volumes. We formalize this regime by modelin…