[flashfaffe2]

Thanks for the inputs.

"Bandits work best for relatively simple optimization choices at very large scale"

Have you considered different methods to address this shortcoming?

[hruk]

This is basically Breiman's "two cultures" at play. Do you care about optimizing y-hat, or do you care about doing inference on some parameters in your model? Depends on the business case, typically.