Ali AOUAD
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The approximability of assortment optimization under ranking preferences
A Aouad, V Farias, R Levi, D Segev
Operations Research 66 (6), 1661-1669, 2018
492018
Assortment optimization under consider-then-choose choice models
A Aouad, VF Farias, R Levi
452016
Display optimization for vertically differentiated locations under multinomial logit choice preferences
A Aouad, D Segev
24*2018
Greedy-like algorithms for dynamic assortment planning under multinomial logit preferences
A Aouad, R Levi, D Segev
Operations Research 66 (5), 1321-1345, 2018
142018
Approximation algorithms for dynamic assortment optimization models
A Aouad, R Levi, D Segev
Mathematics of Operations Research, 2018
122018
The ordered k-median problem: surrogate models and approximation algorithms
A Aouad, D Segev
Mathematical Programming, 1-29, 2018
102018
Click-based MNL: Algorithmic frameworks for modeling click data in assortment optimization
A Aouad, J Feldman, D Segev, D Zhang
Available at SSRN 3340620, 2019
92019
Market Segmentation Trees
A Aouad, AN Elmachtoub, KJ Ferreira, R McNellis
arXiv preprint arXiv:1906.01174, 2019
22019
The exponomial choice model: Assortment optimization and application to public transit choice prediction in San Francisco
A Aouad, J Feldman, D Segev
Available at SSRN 3192068, 2018
22018
A Constant-Factor Approximation for Dynamic Assortment Planning Under the Multinomial Logit Model
A Aouad, R Levi, D Segev
Available at SSRN, 2015
22015
The Stability of MNL-Based Demand under Dynamic Customer Substitution and its Algorithmic Implications
A Aouad, D Segev
Available at SSRN 3498325, 2019
12019
Dynamic Stochastic Matching Under Limited Time
A Aouad, O Saritac
Available at SSRN 3497624, 2019
2019
The Exponomial Choice Model: Algorithmic Frameworks for Assortment Optimization and Data-Driven Estimation Case Studies
A Aouad, J Feldman, D Segev
Available at SSRN 3192068, 2018
2018
Assortment and inventory optimization: from predictive choice models to near-optimal algorithms
AMA Aouad
Massachusetts Institute of Technology, 2017
2017
Machine learning for problems with missing and uncertain data with applications to personalized medicine
JA Acimovic, E Adida, ML Aghassi, MJ Amjad, RM Anderson, AMA Aouad, ...
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Artiklar 1–15