Research
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Working papers
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- Quantifying and realizing the benefits of targeting for pandemic response, S. Camelo, D. F. Ciocan, D. A. Iancu, X. S. Warnes, S. I. Zoumpoulis. Major revision at Operations Research [Previous version]
- Using the timing of past responses in targeting models to address dilution, T. Evgeniou, D. Simester, A. Timoshenko, S. I. Zoumpoulis.
- Using past responders to target non-responders, T. Evgeniou, D. Simester, A. Timoshenko, S. I. Zoumpoulis.
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Journal publications
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- Learning personalized treatment strategies with predictive and prognostic covariates in adaptive clinical trials, A. Alban, S. E. Chick, S. I. Zoumpoulis. Accepted at Management Science
- A sample size calculation for training and certifying targeting policies, D. Simester, A. Timoshenko, S. I. Zoumpoulis. Accepted at Management Science
- Optimal pricing and introduction timing of technology upgrades in subscription-based services, I. A. Kash, P. B. Key, S. I. Zoumpoulis. Operations Research, Vol. 71(2), pp. 665-687, 2022 [Previous version]
- The effect of drone strikes on civilian communication: Evidence from Yemen, F. Christia, S. I. Zoumpoulis, M. Freedman, L. Yao, A. Jadbabaie. Political Science Research and Methods, Vol. 10(2), pp. 419-427, 2022 [Online appendix]
- Efficiently evaluating targeting policies: Improving on champion vs. challenger experiments, D. Simester, A. Timoshenko, S. I. Zoumpoulis. Management Science, Vol. 66(8), pp. 3412-3424, 2020 [Previous version and Appendix with theoretical results]
- Targeting prospective customers: Robustness of machine learning methods to typical data challenges, D. Simester, A. Timoshenko, S. I. Zoumpoulis. Management Science, Vol. 66(6), pp. 2495-2522, 2020 [Appendix]
- Coordination with local information, M. A. Dahleh, A. Tahbaz-Salehi, J. N. Tsitsiklis, S. I. Zoumpoulis. Operations Research, Vol. 64(3), pp. 622-637, 2016
- The value of field experiments, J. Li, P. Rusmevichientong, D. Simester, J. N. Tsitsiklis, S. I. Zoumpoulis. Management Science, Vol. 61(7), pp. 1722-1740, 2015 [e-companion]
- Right-protected data publishing with provable distance-based mining, S. I. Zoumpoulis, M. Vlachos, N. M. Freris, C. Luchhese. IEEE Transactions on Knowledge and Data Engineering, Vol. 26 (8), pp. 2014-2028, 2013
- On decentralized detection with partial information sharing among sensors, O. Patrick Kreidl, J. N. Tsitsiklis, S. I. Zoumpoulis. IEEE Transactions on Signal Processing, Vol. 59(4), pp. 1759-1765, 2011
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Media (selected)
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- Why targeted lockdowns coule be better for everyone, F. Ciocan, D. Iancu, S. I. Zoumpoulis. The Business Times Singapore; The Jakarta Post; INSEAD Knowledge, 2021
- Run field experiments to make sense of your big data, S. I. Zoumpoulis, D. Simester, T. Evgeniou. Harvard Business Review Blog, 2015
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Conference proceedings
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Expected value of information methods for contextual ranking and selection: Clinical trials and simulation optimization, A. Alban, S. E. Chick, S. I. Zoumpoulis. Proceedings of the 2021 Winter Simulation Conference
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Optimal pricing and introduction timing of new virtual machines, I. Kash, P. Key, S. I. Zoumpoulis. Proceedings of the 2018 ACM Conference on Economics and Computation, 26% acceptance [Full paper]
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The value of temporal data for learning of influence networks: A characterization via Kullback-Leibler divergence, M. A. Dahleh, J. N. Tsitsiklis, S. I. Zoumpoulis. Proceedings of the 54th IEEE Conference on Decision and Control, Osaka, Japan, December 2015
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The value of temporally richer data for learning of influence networks, M. A. Dahleh, J. N. Tsitsiklis, S. I. Zoumpoulis. Book chapter in Web and Internet Economics, Lecture Notes in Computer Science Volume 8877, pp. 322-323, Proceedings of the 10th Conference on Web and Internet Economics, 30% acceptance, 2014 [Full paper]
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Coordination with local information, M. A. Dahleh, A. Tahbaz-Salehi, J. N. Tsitsiklis, S. I. Zoumpoulis. ACM Performance Evaluation Review, Proceedings of the joint Workshop on Pricing and Incentives in Networks and Systems (W-PIN + NetEcon within ACM Sigmetrics), 30% acceptance, 2013
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On global games of regime change in networks, M. A. Dahleh, A. Tahbaz-Salehi, J. N. Tsitsiklis, S. I. Zoumpoulis. Proceedings of the 6th Workshop on the Economics of Networks, Systems, and Computation (NetEcon), within 12th ACM Conference on Electronic Commerce, 35% acceptance, 2011
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Decentralized detection in network sensor architectures with feedback, O. Patrick Kreidl, J. N. Tsitsiklis, S. I. Zoumpoulis. Proceedings of the 48th Annual Allerton Conference on Communications, Control and Computing, 2010
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Theses
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Networks, decisions, and outcomes: Coordination with local information and the value of temporal data for learning influence networks, S. I. Zoumpoulis. Ph.D. Thesis, Department of EECS, MIT, June 2014
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Decentralized detection in sensor network architectures with feedback, S. I. Zoumpoulis. M.Eng. Thesis, Department of EECS, MIT, June 2009
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Contact
Spyros Zoumpoulis
Email: [email protected]
Phone: +33 (0)1 60 72 43 26
Campus: Fontainebleau, France
