Gael Lederrey
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 Gael Lederrey.
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- Papers in international journals (2)
- Papers in conference proceedings (5)
- Technical reports (1)
- Seminar (7)
- Reviewing (1)
- Regular teaching (6)
- Project supervision (13)
International journals
Published
Total: 2
- Lederrey, G., Lurkin, V., Hillel, T., and Bierlaire, M. (2021). Estimation of Discrete Choice Models with Hybrid Stochastic Adaptive Batch Size Algorithms, Journal of Choice Modelling 38(100226):. doi:10.1016/j.jocm.2020.100226
- Hänseler, F., Lam, W., Bierlaire, M., Lederrey, G., and Nikolic, M. (2017). A dynamic network loading model for anisotropic and congested pedestrian flows, Transportation Research Part B: Methodological 95:149-168. doi:10.1016/j.trb.2016.10.017
Papers in conference proceedings
- Lederrey, G., Lurkin, V., Hillel, T., and Bierlaire, M. (2019). Stochastic optimization with adaptive batch size: Discrete choice models as a case study. Proceedings of the 8th Symposium of the European Association for Research in Transportation (HEART) 4-6 September, 2019.
- Lederrey, G., Lurkin, V., Hillel, T., and Bierlaire, M. (2019). Stochastic optimization with adaptive batch size: Discrete choice models as a case study. Proceedings of the 19th Swiss Transport Research Conference (STRC) 15-17 May, 2019.
- Lederrey, G., Lurkin, V., and Bierlaire, M. (2018). SNM: Stochastic Newton Method for Optimization of Discrete Choice Models . Proceedings of the 21st IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC'18) 4-7 November, 2018.
- Lederrey, G., and West, R. (2018). When Sheep Shop: Measuring Herding Effects in Product Ratings with Natural Experiments. Proceedings of the The 2018 Web Conference (WWW2018) 23-27 April 2018, 2018.
- Vasic, M., Lederrey, G., Navarro, I., and Martinoli, A. (2016). An overtaking decision algorithm for networked intelligent vehicles based on cooperative perception. Proceedings of the Intelligent Vehicles Symposium (IV), 2016 (IEEE2016) 19-22 June 2016, 2016.
Technical reports
- Lederrey, G., Lurkin, V., Hillel, T., and Bierlaire, M. (2019). Estimation of Discrete Choice Models with Hybrid Stochastic Adaptive Batch Size Algorithms. Technical report TRANSP-OR 191213. Transport and Mobility Laboratory, ENAC, EPFL.
Seminars
- Lederrey, G., Hillel, T., and Bierlaire, M., DATGAN: Integrating expert knowledge into deeplearning for population synthesis . STRC 2021, September 14, 2021, Monte Veritá, Ascona, Switzerland
- Lederrey, G., Hillel, T., and Bierlaire, M., Synthetic population generation using GANs and expert knowledge. AUM2020: Online Global Workshop, January 28, 2021, Home
- Lederrey, G., Lurkin, V., Hillel, T., and Bierlaire, M., Stochastic Optimization with Adaptive Batch Size: Discrete Choice Models as a Case Study. 19th Swiss Transport Research Conference (STRC), May 17, 2019, Monte Verità, Ascona, Switzerland
- Lederrey, G., Lurkin, V., and Bierlaire, M., SNM: Stochastic Newton Method for Optimization of Discrete Choice Models . The 21st IEEE International Conference on Intelligent Transportation Systems, November 07, 2018, Maui, Hawaii, USA
- Lederrey, G., Lurkin, V., and Bierlaire, M., Optimization of DCMs, and beyond!. 7th Symposium of the European Association for Research in Transportation, National Technical University of Athens, September 05, 2018, Athens, Greece
- Lederrey, G., Lurkin, V., and Bierlaire, M., Optimization of Discrete Choice Models. Workshop on Discrete Choice Models 2018, EPFL, June 22, 2018, Lausanne, Switzerland
- Lederrey, G., Lurkin, V., and Bierlaire, M., SNM: Stochastic Newton Method for Optimization of Discrete Choice Models. 18th Swiss Transport Research Conference (STRC), May 18, 2018, Monte Verità, Ascona, Switzerland
Reviewing
Total: 1 reviews for 1 journals (since 2004). Per year: 2018: 1.
Regular teaching
- Introduction to optimization and operations research
- Year: Fall 2021
- Section(s): Mechanical Engineering, Civil Engineering, Environmental Sciences and Engineering, Electrical and Electronics Engineering
- Lecturer: Virginie Lurkin
- Teaching assistant: Nour Dougui, Negar Rezvany, Nicholas Molyneaux, Gael Lederrey
- Decision-aid methodologies in transportation
- Year: Spring 2020
- Section(s): Civil Engineering
- Lecturers: Tim Hillel, Nour Dougui
- Teaching assistant: Stefano Bortolomiol, Gael Lederrey, Selin Atac, Janody Pougala
- Webpage: https://transp-or.epfl.ch/courses/decisionAid2020/index.php
- Decision-aid methodologies in transportation
- Year: Spring 2019
- Section(s): Civil Engineering
- Lecturers: Nikola Obrenovic, Tim Hillel
- Teaching assistant: Stefano Bortolomiol, Gael Lederrey, Selin Atac
- Webpage: http://transp-or.epfl.ch/courses/decisionAid2019/index.php
- Decision-aid methodologies in transportation
- Year: Spring 2018
- Section(s): Civil Engineering
- Lecturers: Virginie Lurkin, Nikola Obrenovic
- Teaching assistant: Stefano Bortolomiol, Gael Lederrey
- Webpage: http://transp-or.epfl.ch/courses/decisionAid2018/index.php
- Optimization and Simulation
- Year: Spring 2018
- Section(s): Doctoral program in Civil and Environmental Engineering
- Lecturers: Michel Bierlaire, Yuki Oyama, Nikola Obrenovic, Riccardo Scarinci
- Teaching assistant: Gael Lederrey, Zhengchao Wang
- Webpage: http://transp-or.epfl.ch/courses/OptSim2018/
- Introduction à l'optimisation et à la recherche opérationnelle
- Year: Fall 2017
- Section(s): Mechanical Engineering, Civil Engineering, Environmental Sciences and Engineering, Electrical and Electronics Engineering
- Lecturer: Michel Bierlaire
- Teaching assistant: Virginie Lurkin, Gael Lederrey, Nikola Obrenovic
- Webpage: http://transp-or.epfl.ch/courses/optimization2017/
Project supervision
Masters theses
- Adrien Nicolet
- Section: Civil Engineering
- Risk assessment of pedestrian crossings
- Supervision:Nicholas Molyneaux, Gael Lederrey, Michel Bierlaire
- Expert:
- 17/02/2020-17/07/2020
- Jessica Hopkins
- Section: Mathematics
- Evaluation of Bootstrap methods
- Supervision:Tim Hillel, Gael Lederrey, Michel Bierlaire
- Expert: Damon Wischik
- 18/02/2019-21/06/2019
Semester projects
- How to assess synthetic data?, Romain Palazzo (SMA), June 13, 2021
- Road Safety: Investigating the Role of Latent Behaviors in Injury Severity, Daniela Spadaro (SMA), June 07, 2021
- Enhancing the Serial Estimation of Discrete Choice Models Sequences, Youssef Kitane (SGC), June 22, 2020
- Risk assessment of pedestrian crossings, Adrien Nicolet (SIN), January 31, 2020
- Estimation of Discrete Choice Models using HAMABS 2.0, Linah Charif (SGC), December 20, 2019
- Calibrating pedestrian control strategies., Léopold Bouraux (SIN), June 30, 2019
- Goodness of fit in DCMs, Jessica Hopkins (SMA), December 21, 2018
- Automatic utility specification using machine learning techniques, Nicola Ortelli, June 08, 2018
- Building offline and online optimization algorithms for dispatchment of teams at Nez Rouge., Colin Ducommun, June 08, 2018
- From public transport vehicles to pedestrian flows., Rodolphe Farrando, January 12, 2018
- Alternative activity pattern generation for stated preference surveys, Nicola Marco Ortelli (SGC), December 22, 2017