Dmitry Ivanov
- Junior Research Fellow:HSE Campus in St. Petersburg / St.Petersburg School of Economics and Management / International Laboratory of Game Theory and Decision Making
- Lecturer:HSE Campus in St. Petersburg / St.Petersburg School of Economics and Management / Department of Economics
- Dmitry Ivanov has been at HSE University since 2017.
Young Faculty Support Program (Group of Young Academic Professionals)
Category "New Researchers" (2020-2021)
Education
2018 MSc: HSE in Saint-Petersburg, Master's Program "Big Data Analysis in Business, Economics and Society"
Courses (2021/2022)
Machine Learning in Economics (Bachelor’s programme; St.Petersburg School of Economics and Management; 4 year, 2 module)Eng
Publications6
- Chapter Ivanov D., Egorov V., Shpilman A. Balancing Rational and Other-Regarding Preferences in Cooperative-Competitive Environments, in: AAMAS'2021: Proceedings of the 20th International Conference on Autonomous Agents and MultiAgent Systems. IFAAMAS, 2021. P. 1536-1538.
- Chapter Laurent F., Schneider M., Scheller C., Watson J., Li J., Chen Z., Zheng Y., Chan S., Махнев К. И., Svidchenko O., Егоров В. С., Ivanov D., Shpilman A., Spirovska E., Tanevski O., Nikov A., Grunder R., Galevski D., Mitrovski J., Sartoretti G., Luo Z., Damani M., Bhattacharya N., Agarwal S., Egli A., Nygren E., Mohanty S. Flatland Competition 2020: MAPF and MARL for Efficient Train Coordination on a Grid World, in: Proceedings of Machine Learning Research Vol. 133: Proceedings of the NeurIPS 2020: Competition and Demonstration Track. PMLR, 2021. P. 275-301.
- Chapter Ivanov D., Пшихачев Г. А., Егоров В. С., Shpilman A. Self-Imitation Learning from Demonstrations, in: NeurIPS'2021 Deep Reinforcement Learning Workshop. , 2021.
- Chapter Dmitry Ivanov. DEDPUL: Difference-of-Estimated-Densities-based Positive-Unlabeled Learning, in: 2020 19th IEEE International Conference on Machine Learning and Applications (ICMLA 2020). Miami : IEEE, 2020. P. 782-790. doi
- Preprint Ivanov D., Nesterov A. S. Identifying Bid Leakage In Procurement Auctions: Machine Learning Approach / Cornell University. Series Economics "arxiv.org". 2019.
- Chapter Dmitry Ivanov, Alexander Nesterov. Identifying Bid Leakage in Procurement Auctions: Machine Learning Approach, in: EC '19 Proceedings of the 2019 ACM Conference on Economics and Computation. Association for Computing Machinery (ACM), 2019. doi P. 69-70. doi
Conferences
- 201920th ACM Conference on Economics and Computation (EC'19) (Phoenix, Arizona). Presentation: Identifying Bid Leakage In Procurement Auctions: Machine Learning Approach
- 34TH ANNUAL CONGRESS OF THE EUROPEAN ECONOMIC ASSOCIATION (Манчестер). Presentation: Identifying Bid Leakage In Procurement Auctions: Machine Learning Approach