10 citations · 22 across the 5 of their papers we have counts for
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cs.DS2022
A Nonparametric Framework for Online Stochastic Matching with Correlated Arrivals
Ali Aouad, Will Ma
The design of online algorithms for matching markets and revenue management settings is usually bound by the assumption that the demand process is formed by a fixed-length sequence…
cs.LG2022★ 8 cited
Representing Random Utility Choice Models with Neural Networks
Ali Aouad, Antoine Désir
Motivated by the successes of deep learning, we propose a class of neural network-based discrete choice models, called RUMnets, inspired by the random utility maximization (RUM) fr…