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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Product Choice with Large Assortments: A Scalable Deep-Learning Model
Gabel, S. & Timoshenko, A., Mar 2022, In: Management Science. 68, 3, p. 1808-1827 20 p.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
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
7 Scopus citations -
Is deep learning a game changer for marketing analytics?
Urban, G., Timoshenko, A., Dhillon, P. & Hauser, J. R., 2020, In: MIT Sloan Management Review. 61, 2, p. 70-76 7 p.Research output: Contribution to journal › Article › peer-review
13 Scopus citations -
Soul and machine (learning)
Proserpio, D., Hauser, J. R., Liu, X., Amano, T., Burnap, A., Guo, T., Lee, 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
5 Scopus citations -
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
21 Scopus citations