Research Output per year
Research Output per year
Personal profile
Research Interests
Consumer Preferences, Promotion Targeting, Personalization, Data-Driven Product Design.
Education/Academic qualification
Marketing, PhD, Massachusetts Institute of Technology
… → 2019
Economics, MA, the New Economic School
… → 2014
Applied Mathematics and Computer Science, Diploma, Lomonosov Moscow State University
… → 2013
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Dive into the research topics where Artem Timoshenko is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Research Output
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Efficiently evaluating targeting policies: Improving on champion vs. Challenger experiments
Simester, D., Timoshenko, A. & Zoumpoulis, S. I., Aug 2020, In: Management Science. 66, 8, p. 3412-3424 13 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Is deep learning a game changer for marketing analytics?
Urban, G., Timoshenko, A., Dhillon, P. & Hauser, J. R., Jan 1 2020, In: MIT Sloan Management Review. 61, 2, p. 70-76 7 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Soul and machine (learning)
Proserpio, D., Hauser, J. R., Liu, X., Amano, T., Burnap, A., Guo, T., Lee, D. D., Lewis, R., Misra, K., Schwarz, E., Timoshenko, A., Xu, L. & Yoganarasimhan, H., Dec 2020, In: Marketing Letters. 31, 4, p. 393-404 12 p.Research output: Contribution to journal › Article › peer-review
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Targeting prospective customers: Robustness of machine-learning methods to typical data challenges
Simester, D., Timoshenko, A. & Zoumpoulis, S. I., Jun 2020, In: Management Science. 66, 6, p. 2495-2522 28 p.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
How do successful scholars get their best research ideas? An exploration
Cao, C., Cao, X., Cashman, M., Kumar, M., Timoshenko, A., Yang, J., Yu, S., Zhang, J., Zhu, Y. & Wernerfelt, B., Dec 1 2019, In: Marketing Letters. 30, 3-4, p. 221-232 12 p.Research output: Contribution to journal › Article › peer-review