Online vehicle routing: The edge of optimization in large-scale applications D Bertsimas, P Jaillet, S Martin Operations Research 67 (1), 143-162, 2019 | 236 | 2019 |
Creating complex congestion patterns via multi-objective optimal freeway traffic control with application to cyber-security J Reilly, S Martin, M Payer, AM Bayen Transportation Research Part B: Methodological 91, 366-382, 2016 | 109* | 2016 |
Optimizing schools’ start time and bus routes D Bertsimas, A Delarue, S Martin Proceedings of the National Academy of Sciences 116 (13), 5943-5948, 2019 | 85 | 2019 |
Travel time estimation in the age of big data D Bertsimas, A Delarue, P Jaillet, S Martin Operations Research 67 (2), 498-515, 2019 | 76 | 2019 |
The price of interpretability D Bertsimas, A Delarue, P Jaillet, S Martin arXiv preprint arXiv:1907.03419, 2019 | 47 | 2019 |
Labor Cost Free-Riding in the Gig Economy Z Lian, S Martin, G van Ryzin Available at SSRN, 2021 | 22* | 2021 |
Employees vs. Contractors: An Operational Perspective I Lobel, S Martin, H Song Manufacturing & Service Operations Management, 2024 | 21* | 2024 |
Detours in shared rides I Lobel, S Martin Management Science, 2024 | 17 | 2024 |
Bus routing optimization helps Boston public schools design better policies D Bertsimas, A Delarue, W Eger, J Hanlon, S Martin INFORMS Journal on Applied Analytics 50 (1), 37-49, 2020 | 17 | 2020 |
Real-time rideshare driver supply values using online reinforcement learning B Han, H Lee, S Martin Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 8 | 2022 |
Solving the ride-sharing productivity paradox: Priority dispatch and optimal priority sets V Krishnan, R Iglesias, S Martin, S Wang, V Pattabhiraman, G Van Ryzin INFORMS Journal on Applied Analytics 52 (5), 433-445, 2022 | 6 | 2022 |
A better match for drivers and riders: Reinforcement learning at lyft X Azagirre, A Balwally, G Candeli, N Chamandy, B Han, A King, H Lee, ... INFORMS Journal on Applied Analytics 54 (1), 71-83, 2024 | 5 | 2024 |
Human-AI Interactions and Societal Pitfalls F Castro, J Gao, S Martin arXiv preprint arXiv:2309.10448, 2023 | 4 | 2023 |
Autonomous vehicles in ride-hailing and the threat of spatial inequalities F Castro, J Gao, S Martin Available at SSRN 4332493, 2023 | 4 | 2023 |
Supply prioritization in hybrid marketplaces F Castro, J Gao, S Martin Available at SSRN 4119096, 2022 | 4 | 2022 |
Dispatching provider devices utilizing multi-outcome transportation-value metrics and dynamic provider device modes SJF Martin, GJ Van Ryzin US Patent App. 16/985,650, 2022 | 3 | 2022 |
Dispatching provider devices utilizing multi-outcome transportation-value metrics and dynamic provider device modes XA Lekuona, JT Fremlin, SJF Martin, D Nava, GJ Van Ryzin US Patent 12,062,289, 2024 | 2 | 2024 |
Mobility-on-demand meets shuttles on the same mile S Chopra, S Martin, PS Mishra, K Smilowitz Available at SSRN 4322824, 2023 | 2 | 2023 |
Trading flexibility for adoption: Dynamic versus static walking in ridesharing S Martin, SJ Taylor, J Yan Available at SSRN 3984476, 2021 | 2 | 2021 |
Algorithmic Precision and Human Decision: A Study of Interactive Optimization for School Schedules A Delarue, Z Lian, S Martin Available at SSRN 4324076, 2023 | 1 | 2023 |