Sotabase

Career

· Adjunct Assistant Professor Of Business, Columbia Business School (Current)2022–
· Ph.D. In Computational Marketing, Columbia Business School2016–2022
· Doctor of Philosophy (Ph.D.), Business, Computational Marketing, Columbia University in the City of New York2016–2022
· Graduate Student ML Researcher, Stanford Intelligent Systems Lab2015–2016
· Master of Science (MS), Management Science and Engineering (MS&E), Operations Research, Stanford University2014–2016
· Analyst, Global Client Insights Group, BlackRock2013–2014
· Marketing Research Intern, BlackRock2013–2013
· Teaching Assistant Marketing Of Financial Services, Columbia Business School2013–2013
· Master of Science (MS), Marketing Science, Columbia Business School2012–2013
· Head Of Market Research Unit, Glossary Organic Products2011–2012
· Intern, Pulse Ltd.2010–2010
· Bachelor's, International Business, Kyiv National Taras Shevchenko University, Institute of International Relations2008–2012

Publications (11)

Autonomous CRM Control via CLV Approximation with Deep Reinforcement Learning in Discrete and Continuous Action Space
2015
35
cited
Customer Simulation for Direct Marketing Experiments
International Conference on Data Science and Advanced Analytics · 2016
9
cited
What Personal Information Can a Consumer Facial Image Reveal? Implications for Marketing ROI and Consumer Privacy
2020
8
cited
A megastudy on the predictability of personal information from facial images: Disentangling demographic and non-demographic signals
2023
2
cited
Optimal allocation of digital marketing budget: The empirical Bayes approach
2014
2
cited
Scaling up Ranking under Constraints for Live Recommendations by Replacing Optimization with Prediction
2022
1
cited
Autoantibodies to Neuroantigens and Neuropsychological Characteristics of Patients with Rheumatoid Arthritis
2016
Machine Learning Algorithms for Efficient Acquisition and Ethical Use of Personal Information in Decision Making
2022
Markov Clustering on Person-to-Person Similarity Graph: Attribution of Movies’ Box Office Results to Preferences of Viewer Communities
2013
PROSPECTS AND SCENARIOS OF US ECONOMIC POLICY DEVELOPMENT UNDER THE NEGATIVE DYNAMICS OF THE NATIONAL DEBT
2011
Reining in Long Consumer Questionnaires with Self-Supervised Deep Reinforcement Learning
2022
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Yegor Tkachenko | Researcher Profile | Sotabase | Sotabase