Ali Aouad

26 papers A* 5Journal 21
YearRankTypeTitle / Venue / Authors
2025 A* conf
Adaptive Approximation Schemes for Matching Queues.
STOC
Alireza AmaniHamedani, Ali Aouad, Amin Saberi
2025 J jnl
Adaptive Approximation Schemes for Matching Queues.
CoRR
Alireza AmaniHamedani, Ali Aouad, Amin Saberi
2025 J jnl
The Click-Based MNL Model: A Framework for Modeling Click Data in Assortment Optimization.
Manag. Sci.
Ali Aouad, Jacob B. Feldman, Danny Segev, Dennis J. Zhang
2025 J jnl
The Pandora's Box Problem with Sequential Inspections.
CoRR
Ali Aouad, Jingwei Ji, Yaron Shaposhnik
2025 J jnl
The Sign Estimator: LLM Alignment in the Face of Choice Heterogeneity.
CoRR
Ali Aouad, Aymane El Gadarri, Vivek F. Farias
2024 J jnl
Choice-Learn: Large-scale choice modeling for operational contexts through the lens of machine learning.
J. Open Source Softw.
Vincent Auriau, Ali Aouad, Antoine Désir, Emmanuel Malherbe
2024 J jnl
Improved Approximations for Stationary Bipartite Matching: Beyond Probabilistic Independence.
CoRR
Alireza AmaniHamedani, Ali Aouad, Tristan Pollner, Amin Saberi
2023 A* conf
A Nonparametric Framework for Online Stochastic Matching with Correlated Arrivals.
EC
Ali Aouad, Will Ma
2023 A* conf
Centralized Versus Decentralized Pricing Controls for Dynamic Matching Platforms.
EC
Ali Aouad, Ömer Saritaç, Chiwei Yan
2023 J jnl
Market Segmentation Trees.
Manuf. Serv. Oper. Manag.
Ali Aouad, Adam N. Elmachtoub, Kris Johnson Ferreira, Ryan McNellis
2023 J jnl
Online Assortment Optimization for Two-Sided Matching Platforms.
Manag. Sci.
Ali Aouad, Daniela Sabán
2023 J jnl
Technical Note - An Approximate Dynamic Programming Approach to the Incremental Knapsack Problem.
Oper. Res.
Ali Aouad, Danny Segev
2023 J jnl
The Exponomial Choice Model for Assortment Optimization: An Alternative to the MNL Model?
Manag. Sci.
Ali Aouad, Jacob B. Feldman, Danny Segev
2023 J jnl
The Stability of MNL-Based Demand Under Dynamic Customer Substitution and Its Algorithmic Implications.
Oper. Res.
Ali Aouad, Danny Segev
2022 J jnl
A Nonparametric Framework for Online Stochastic Matching with Correlated Arrivals.
CoRR
Ali Aouad, Will Ma
2022 J jnl
Dynamic Stochastic Matching Under Limited Time.
Oper. Res.
Ali Aouad, Ömer Saritaç
2022 J jnl
Representing Random Utility Choice Models with Neural Networks.
CoRR
Ali Aouad, Antoine Désir
2021 J jnl
Assortment Optimization Under Consider-Then-Choose Choice Models.
Manag. Sci.
Ali Aouad, Vivek F. Farias, Retsef Levi
2021 J jnl
Display Optimization for Vertically Differentiated Locations Under Multinomial Logit Preferences.
Manag. Sci.
Ali Aouad, Danny Segev
2021 A* conf
Online Assortment Optimization for Two-sided Matching Platforms.
EC
Ali Aouad, Daniela Sabán
2020 J jnl
An Approximate Dynamic Programming Approach to The Incremental Knapsack Problem.
CoRR
Ali Aouad, Danny Segev
2020 A* conf
Dynamic Stochastic Matching Under Limited Time.
EC
Ali Aouad, Ömer Saritaç
2019 J jnl
Approximation Algorithms for Dynamic Assortment Optimization Models.
Math. Oper. Res.
Ali Aouad, Retsef Levi, Danny Segev
2019 J jnl
The ordered k-median problem: surrogate models and approximation algorithms.
Math. Program.
Ali Aouad, Danny Segev
2018 J jnl
Greedy-Like Algorithms for Dynamic Assortment Planning Under Multinomial Logit Preferences.
Oper. Res.
Ali Aouad, Retsef Levi, Danny Segev
2018 J jnl
The Approximability of Assortment Optimization Under Ranking Preferences.
Oper. Res.
Ali Aouad, Vivek F. Farias, Retsef Levi, Danny Segev