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Research Publications
Journal Article
Evgeniou T., Guecioueur A., Prieto R. (Forthcoming). Uncovering Sparsity and Heterogeneity in Firm-Level Return Predictability Using Machine Learning. Journal of Financial and Quantitative AnalysisJournal Article
Kash I. A., Key P. B., Zoumpoulis S. (2022) (Published Online). Optimal Pricing and Introduction Timing of Technology Upgrades in Subscription-Based Services. Operations ResearchJournal Article
Evgeniou T., Fekom M., Ovchinnikov A. S., Porcher R., Pouchol C., Vayatis N. (2022) (Published Online). Pandemic Lock-down, Isolation, and Exit Policies based on Machine Learning Predictions. Production and Operations ManagementJournal Article
Ramon Y., Martens D., Evgeniou T., Praet S. (2021) (Published Online). Can Metafeatures Help Improve Explanations of Prediction Models When Using Behavioral and Textual Data?. Machine LearningJournal Article
Babic B., Gaba A., Tsetlin I., Winkler R. L. (Forthcoming). Normativity, Epistemic Rationality, and Noisy Statistical Evidence. British Journal for the Philosophy of ScienceWorking Paper
Diecidue E., Hardardottir H., Islam M. (2023). Why Do People Discount? The Role of Impatience and Future Uncertainty. 2023/08/DSCJournal Article
Kelley S., Ovchinnikov A. S., Heinrich A., Hardoon D. R. (2023). Removing Demographic Data Can Make AI Discrimination Worse. Harvard Business Review Digital ArticlesWorking Paper
Zorc S., Chick S. E., Hasija S. (2023). Outcomes-Based Reimbursement Policies for Chronic Care Pathways. 2023/05/TOMCase Study
Leveraging Analytics at Victory Farms (C): Buy Now, Pay Later Credit Offering by Ovchinnikov A. S., Jaubert C., Moreau C., Zoumpoulis S.published: 03 Feb 2023
Case Study
Leveraging Analytics at Victory Farms (B): Customer Segmentation by Ovchinnikov A. S., Jaubert C., Moreau C., Zoumpoulis S.published: 03 Feb 2023
Case Study
Leveraging Analytics at Victory Farms (A): Background by Ovchinnikov A. S., Jaubert C., Moreau C., Zoumpoulis S.published: 03 Feb 2023
Journal Article
Ovchinnikov A. S., Pun H., Raz G. (2023). The Impact of Inventory Risk on Market Prices Under Competition. Decision Sciences, 54(1), pp. 29-42.Journal Article
Hall G., Massoulie L. (2023). Partial Recovery in the Graph Alignment Problem. Operations Research, 71(1), pp. 259-272.Working Paper
Mueller A., Scarsini M., Tsetlin I., Winkler R. L. (2022). Sufficient Conditions for Multivariate Almost Stochastic Dominance under Dependence Uncertainty. 2022/52/DSCJournal Article
Lawson A., Larrick R. P., Soll J. (2022). When and Why People Perform Mindless Math. Judgment and Decision Making, 17(6), pp. 1208-1228.Journal Article
Ang D., Diecidue E., Dewitte S. (2022). To Deliberate or Not? The Effects of Anticipated Regret and Deliberation on Willingness-To-Pay. Journal of Business Research, 151, pp. 563-578.Journal Article
Kelley S., Ovchinnikov A. S., Hardoon D. R., Heinrich A. (2022). Antidiscrimination Laws, Artificial Intelligence, and Gender Bias: A Case Study in Nonmortgage Fintech Lending. Manufacturing and Service Operations Management, 24(6), pp. 3039-3059.Journal Article
Karelaia N., Guillen L., Leroy H. (2022). When Being Oneself Is Socially Rewarded: Social Identification Qualifies the Effect of Authentic Behavior at Work. Human Relations, 75(11), pp. 2058-2090.Journal Article
Chen Z., Gaba A., Tsetlin I., Winkler R. L. (2022). Evaluating Quantile Forecasts in the M5 Uncertainty Competition. International Journal of Forecasting, 38(4), pp. 1531-1545.Journal Article
Makridakis S., Spiliotis E., Assimakopoulos V., Chen Z., Gaba A., Tsetlin I., Winkler R. L. (2022). The M5 Uncertainty Competition: Results, Findings and Conclusions. International Journal of Forecasting, 38(4), pp. 1365-1385.