22 citations · 63 across the 18 of their papers we have counts for
4 papers · 1 filter
LP-based Approximations for Disjoint Bilinear and Two-Stage Adjustable Robust Optimization
Omar El Housni, Ayoub Foussoul, Vineet Goyal
We consider the class of disjoint bilinear programs where and $\m…
Interpretable Machine Learning for Resource Allocation with Application to Ventilator Triage
Julien Grand-Clément, You Hui Goh, Carri Chan +2
Rationing of healthcare resources is a challenging decision that policy makers and providers may be forced to make during a pandemic, natural disaster, or mass casualty event. Well…
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…
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 …