Adversarial Estimation of Assortment Probabilities under Independence Structure

Alexandre Belloni, Yan Chen, Matthew Harding

We consider the problem of estimating assortment probabilities, which is common in operations management applications, including product bundling, advertising, etc. Existing approa…