1 citations · 1 across the 3 of their papers we have counts for
12 papers
Price and Assortment Optimization under the Multinomial Logit Model with Opaque Products
Omar El Housni, Adam N. Elmachtoub, Harsh Sheth +1
An opaque product is a product for which only partial information is disclosed to the buyer at the time of purchase. Opaque products are common in sectors such as travel and online…
A Complexity Measure for Active Learning in Multi-group Mean Estimation
Abdellah Aznag, Rachel Cummings, Adam N. Elmachtoub
We study a \emph{max-risk} objective for active learning in a multi-group mean estimation -armed bandits: a learner adaptively allocates a budget of samples across group…
Learning Fair Demand Models
Adam N. Elmachtoub, Hyemi Kim, Jonathan Y. Tan
Data-driven pricing is increasingly prevalent in sectors such as airlines, lending, insurance, and retail. By learning demand models from customer features and setting prices accor…
Fair Aggregation in Virtual Power Plants
Liudong Chen, Hyemi Kim, Adam N. Elmachtoub +1
A virtual power plant (VPP) is operated by an aggregator that acts as a market intermediary, aggregating consumers to participate in wholesale power markets. By setting incentive p…
Simple vs. Optimal Congestion Pricing
Devansh Jalota, Xuan Di, Adam N. Elmachtoub
Congestion pricing has emerged as an effective tool for mitigating traffic congestion, yet implementing welfare or revenue-optimal dynamic tolls is often impractical. Most real-wor…
Choice Modeling and Pricing for Scheduled Services
Adam N. Elmachtoub, Kumar Goutam, Roger Lederman
We describe a novel framework for discrete choice modeling and price optimization for settings where scheduled service options (often hierarchical) are offered to customers, which…