Product bundling is a common selling mechanism used in online retailing. To set profitable
bundle prices, the seller needs to learn consumer preferences from the transaction data …

For a large class of demand models that allow for multiple consumer types, we present
performance guarantees for simple nonpersonalized pricing heuristics relative to optimal …

The personalized bundle generation problem, which aims to create a preferred bundle for
user from numerous candidate items, receives increasing attention in recommendation …

This paper studies estimation problem of customer preferences from bundle sales data.
Product bundling is a common selling mechanism used in retails. To set profitable bundle …

We formulate a collaborative learning and decision-making problem involving contextual
information. In current business practices, pricing and recommendation decisions often are …