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cs.LG2021
Dynamic pricing and assortment under a contextual MNL demand
Vineet Goyal, Noemie Perivier
We consider dynamic multi-product pricing and assortment problems under an unknown demand over T periods, where in each period, the seller decides on the price for each product or…
cs.LG2021
MNL-Bandit with Knapsacks: a near-optimal algorithm
Abdellah Aznag, Vineet Goyal, Noemie Perivier
We consider a dynamic assortment selection problem where a seller has a fixed inventory of substitutable products and faces an unknown demand that arrives sequentially over …
math.OC2021
Real-Time Approximate Routing for Smart Transit Systems
Siddhartha Banerjee, Chamsi Hssaine, Noémie Périvier +1
We study real-time routing policies in smart transit systems, where the platform has a combination of cars and high-capacity vehicles (e.g., buses or shuttles) and seeks to serve a…