19 citations · 25 across the 5 of their papers we have counts for
6 papers
A Constructive Prophet Inequality Approach to The Adaptive ProbeMax Problem
Guillermo Gallego, Danny Segev
In the adaptive ProbeMax problem, given a collection of mutually-independent random variables , our goal is to design an adaptive probing policy for sequentially…
The Limits of Personalization in Assortment Optimization
Guillermo Gallego, Gerardo Berbeglia
To study the limits of personalization, we introduce the notion of a clairvoyant firm that can read the mind of consumers and sell them the highest revenue product that they are wi…
Bounds and Heuristics for Multi-Product Personalized Pricing
Guillermo Gallego, Gerardo Berbeglia
We present tight bounds and heuristics for personalized, multi-product pricing problems. Under mild conditions we show that the best price in the direction of a positive vector res…
The Refined Assortment Optimization Problem
Gerardo Berbeglia, Alvaro Flores, Guillermo Gallego
We introduce the refined assortment optimization problem where a firm may decide to make some of its products harder to get instead of making them unavailable as in the traditional…
A Primal-dual Learning Algorithm for Personalized Dynamic Pricing with an Inventory Constraint
Ningyuan Chen, Guillermo Gallego
We consider the problem of a firm seeking to use personalized pricing to sell an exogenously given stock of a product over a finite selling horizon to different consumer types. We…
Online Resource Allocation with Customer Choice
Guillermo Gallego, Anran Li, Van-Anh Truong +1
We introduce a general model of resource allocation with customer choice. In this model, there are multiple resources that are available over a finite horizon. The resources are no…