Pavel Ilinov
This page reports only the academic work registered in the databases of the Transport and Mobility Laboratory, and is not necessarily a comprehensive list of the work by Pavel Ilinov.
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- Technical reports (3)
- Seminar (10)
- Reviewing (2)
- Research projects (1)
- Regular teaching (4)
- Miscellaneous lectures (6)
- Project supervision (3)
Technical reports
- Kukic, M., Ilinov, P., and Bierlaire, M. (2025). Simulation framework for generating synthetic panel data. Technical report 251013. Transport and Mobility Laboratory, ENAC, EPFL.
- Ilinov, P., Matveenko, A., Tsakas, E., and Mark, V. (2025). Sequential Search with Flexible Information. Technical report 250331. Transport and Mobility Laboratory, ENAC, EPFL.
- Ilinov, P., Matveenko, A., Senkov, M., and Starkov, E. (2024). Optimally Biased Expertise. Technical report TRANSP-OR 240223. Transport and Mobility Laboratory, ENAC, EPFL.
Seminars
- Ilinov, P., Matveenko, A., Rastislav, R., and Rava, d., Efficient Social Defaults. THEEM 2025, Thurgau Institute of Economics at the University of Konstanz, March 21, 2025, Kreuzlingen, Switzerland
- Ilinov, P., Matveenko, A., Sharma, S., Tsakas, E., and Mark, V., Sequential Search with Flexible Information. Swiss Theory Day, University of Bern, September 12, 2024, Bern, Switzerland
- Ilinov, P., Matveenko, A., Sharma, S., Tsakas, E., and Mark, V., Sequential Search with Flexible Information. Consumer Search Workshop, Ozyegin University, Graduate School of Business Residence, June 21, 2024, Istanbul, Turkey
- Ilinov, P., and Matveenko, A., Sequential Nested RI model: new take. DCM 2024, June 07, 2024, Lausanne, Switzerland
- Ilinov, P., Matveenko, A., Sharma, S., Tsakas, E., and Mark, V., Sequential Search with Flexible Information. MaCCI Annual 2024, Mannheim Center of Competition and Innovation, March 14, 2024, Mannheim, Switzerland
- Ilinov, P., Matveenko, A., and Sharma, S., Is it better to be first? Search with endogenous information. Invited talk, IOB, University of Basel, September 21, 2023, University of Basel, Switzerland
- Ilinov, P., Matveenko, A., and Sharma, S., Is it better to be first? Search with endogenous information. EEA-ESEM 2023, EEA, August 30, 2023, Pompeu Fabra University, Spain
- Ilinov, P., Is it better to be first? . 13th Conference on Economic Design, Society for Economic Design, June 16, 2023, University of Girona, Spain
- Ilinov, P., Is it better to be first? . Oligo Workshop 2023, Oligo Society, June 09, 2023, University of Padova, Italy
- Ilinov, P., Is it better to be first? . 15th workshop on Discrete Choice Models, Ecole Polytechnique Fédérale de Lausanne, June 02, 2023, Lausanne, Switzerland
Reviewing
Total: 2 reviews for 1 journals (since 2004). Per year: 2024: 2.
Research projects
- Intermodal freight transportation in Switzerland: demand models
- Sponsor: Swiss Federal Railways (SBB)
- Team: Michel Bierlaire (PI), Pavel Ilinov (PM)
- Period: December 01, 2024-November 30, 2025
- This project aims to enhance demand modeling in intermodal freight transport through two key approaches: developing a more realistic synthetic dataset based on available data and adapting the activity-based approach for decision-making in freight transportation for Switzerland.
Regular teaching
- Mathematical modeling of behavior
- Year: Fall 2025
- Section(s): Mathematics, Master in Financial Engineering
- Lecturer: Michel Bierlaire
- Teaching assistant: Evangelos Paschalidis, Pavel Ilinov, Anne-Valerie Preto, Candice Baud
- Webpage: https://moodle.epfl.ch/course/view.php?id=1001
- Optimization and Simulation
- Year: Spring 2025
- Section(s): Doctoral program in Civil and Environmental Engineering
- Lecturers: Michel Bierlaire, Cloe Cortes Balcells, Lea Ricard, Pavel Ilinov
- Webpage: http://transp-or.epfl.ch/courses/OptSim2025
- Mathematical modeling of behavior
- Year: Fall 2024
- Section(s): Mathematics, Master in Financial Engineering
- Lecturer: Michel Bierlaire
- Teaching assistant: Evangelos Paschalidis, Negar Rezvany, Cloe Cortes Balcells, Pavel Ilinov
- Webpage: https://moodle.epfl.ch/course/view.php?id=1001
- Optimization and Simulation
- Year: Spring 2024
- Section(s): Doctoral program in Civil and Environmental Engineering
- Lecturers: Michel Bierlaire, Cloe Cortes Balcells, Lea Ricard, Pavel Ilinov
- Webpage: http://transp-or.epfl.ch/courses/OptSim2024
Miscellaneous lectures
- Bayesian Estimation; Individual Prediction
- Program: Discrete Choice Analysis: Bayesian estimation and Individual prediction, January 30, 2025
- School: EPFL
- Lecturer: Pavel Ilinov
- Assistants: Cloe Cortes Balcells, Evangelos Paschalidis
- Hybrid Choice Models
- Program: Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, January 29, 2025
- School: EPFL
- Lecturer: Cloe Cortes Balcells
- Assistants: Negar Rezvany, Pavel Ilinov
- Logit Mixtures; Combining Data (SP and RP)
- Program: Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, January 28, 2025
- School: EPFL
- Lecturer: Evangelos Paschalidis
- Assistants: Marija Kukic, Pavel Ilinov
- Bayesian Estimation; Individual Prediction
- Program: Discrete Choice Analysis: Bayesian estimation and Individual prediction, February 15, 2024
- School: EPFL
- Lecturer: Pavel Ilinov
- Assistants: Marija Kukic, Evangelos Paschalidis
- Hybrid Choice Models
- Program: Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, February 14, 2024
- School: EPFL
- Lecturer: Nicola Ortelli
- Assistants: Pavel Ilinov, Tom Haering
- Nested logit; Aggregate forecasting
- Program: Discrete Choice Analysis: Predicting Individual Behavior and Market Demand, February 12, 2024
- School: EPFL
- Lecturer: Cloe Cortes Balcells
- Assistants: Pavel Ilinov, Evangelos Paschalidis
Project supervision
Masters theses
- Arturo Cerasi
- Section: Computer science
- Adapting simulation algorithms for generating synthetic panel data at the household level
- Supervision:Marija Kukic, Pavel Ilinov, Michel Bierlaire
- Expert: Raphael Ancel
- 17/02/2025-20/06/2025
- Alexandre Monti
- Section: Mathematics
- Application of the information-theoretic clustering to the discrete choice
- Supervision:Pavel Ilinov, Evangelos Paschalidis, Michel Bierlaire
- Expert:
- 19/02/2024-28/06/2024
Semester projects
- Gibbs Sampler for Generating Synthetic Longitudinal Data: Tracking Synthetic Individuals Over Time, Victoria Catherine Arduini (SIN), May 30, 2025