Publications
Below are selected publications of the operations management group faculty. For more publications, please visit our collections on the Social Science Research Network and MIT's DSpace. You can also subscribe to our Faculty Publications RSS Feed.
Select Publications and Working Papers
"Active Learning for Non-Parametric Choice Models."
Susan, Fransisca, Negin Golrezaei, Ehsan Emamjomeh-Zadeh, and David Kempe. Operations Research. Forthcoming. arXiv Preprint.
"Designing Inclusive Offerings."
Levi, Retsef, Elisabeth Paulson, and Georgia Perakis. Management Science. Forthcoming.
"Designing Layouts for Sequential Experiences: Application to Cultural Institutions."
Aouad, Ali, Abhishek Deshmane, and Victor Martínez-de-Albéniz. Management Science. Forthcoming.
"Development and Analysis of Digital Twins of Production Systems."
Overbeck, Leonard, Stephen C. Graves, and Gisela Lanza. International Journal of Production Research: 1-15. Forthcoming.
"Explaining Confident Black-Box Predictions."
Yao, Evan, Retsef Levi, Assaf Avrahami, and Abraham Meidan. Transactions on Machine Learning Research. Forthcoming.
"Fair Exploration via Axiomatic Bargaining."
Baek, Jackie, and Vivek F. Farias. Management Science. Forthcoming.
"Fixing Inventory Inaccuracies at Scale."
Farias, Vivek F., Andrew A. Li, and Tianyi Peng. Manufacturing & Service Operations Management. Forthcoming.
"Multi-channel Autobidding Budget and ROI Constrained Buyer."
Deng, Yuan, Negin Golrezaei, Patrick Jaillet, Jason Cheuk Nam Liang, and Vahab Mirrokni. Management Science. Forthcoming. arXiv Preprint.
"Optimal Interventions for Increasing Healthy Food Consumption Among Low-Income Populations."
Levi, Retsef, Elisabeth Paulson, and Georgia Perakis. Management Science. Forthcoming.
"Optimistic Gittins Indices."
Farias, Vivek F., and Eli Gutin. Operations Research. Forthcoming.
"Policy Optimization for Personalized Interventions in Behavioral Health."
Baek, Jackie, Justin J. Boutilier, Vivek F. Farias, Jónas Oddur Jónasson, and Erez Yoeli. Manufacturing and Service Operations Management. Forthcoming. arXiv Preprint.
"Representing Random Utility Choice Models with Neural Networks."
Aouad, Ali, and Antoine Désir. Management Science. Forthcoming.
"Transmission Interaction Persistence (TIP): A Supply Chain and Epidemiologic Model for Zoonotic Viruses Outbreaks."
Levi, Retsef, Nicholas Renegar, and El Ghali Zerhouni. Management and Service Operations Management. Forthcoming.
"Upfront Commitment in Online Resource Allocation with Patient Customers."
Golrezaei, Negin and Evan Yao. Management Science. Forthcoming. Supplemental Material. arXiv Preprint.
"Velocity-based Stowage Policy for a Semiautomated Fulfillment System."
Cezik, Tolga, Stephen C. Graves and Amy C. Liu. Production and Operations Management. Forthcoming.