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Gael Lederrey
Gael Lederrey
Data Scientist @ Swiss-SDI
Verified email at epfl.ch
Title
Cited by
Cited by
Year
A dynamic network loading model for anisotropic and congested pedestrian flows
FS Hńnseler, WHK Lam, M Bierlaire, G Lederrey, M Nikolić
Transportation Research Part B: Methodological 95, 149-168, 2017
602017
Estimation of discrete choice models with hybrid stochastic adaptive batch size algorithms
G Lederrey, V Lurkin, T Hillel, M Bierlaire
Journal of choice modelling 38, 100226, 2021
202021
DATGAN: Integrating expert knowledge into deep learning for synthetic tabular data
G Lederrey, T Hillel, M Bierlaire
arXiv preprint arXiv:2203.03489, 2022
162022
When sheep shop: Measuring herding effects in product ratings with natural experiments
G Lederrey, R West
Proceedings of the 2018 world wide web conference, 793-802, 2018
162018
An overtaking decision algorithm for networked intelligent vehicles based on cooperative perception
M Vasic, G Lederrey, I Navarro, A Martinoli
2016 IEEE Intelligent Vehicles Symposium (IV), 1054-1059, 2016
142016
Snm: Stochastic newton methodfor optimization of discrete choice models
G Lederrey, V Lurkin, M Bierlaire
2018 21st International Conference on Intelligent Transportation Systemsá…, 2018
72018
Optimization of Discrete Choice Models using first-order methods
G Lederrey, V Lurkin, M Bierlaire
Proceedings of the 7th Symposium of the European Association for Research iná…, 2018
22018
A macroscopic loading model for dynamic, anisotropic and congested pedestrian flows: Implementation, calibration and case study analysis
G Lederrey
22015
ciDATGAN: Conditional Inputs for Tabular GANs
G Lederrey, T Hillel, M Bierlaire
arXiv preprint arXiv:2210.02404, 2022
12022
Bridging the gap between model-driven and data-driven methods in the era of Big Data
G Lederrey
EPFL, 2022
2022
Introduction to optimization and operations research
M Bierlaire, N Dougui, S Ataš, S Bortolomiol, M Kukic, G Lederrey, ...
2020
Decision-aid methodologies in transportation
T Hillel, N Dougui, S Ataš, J Pougala, M Kukic, N Rezvany
2020
Decision Aid Methodologies In Transportation
N Obrenovic, T Hillel, S Bortolomiol, G Lederrey, S Ataš
2019
Stochastic Optimization with Adaptive Batch Size: Discrete Choice Models as a Case Study
G Lederrey, V Lurkin, T Hillel, M Bierlaire
Institute for Economic Research, UniversitÓ della Svizzera italiana, 2019
2019
Optimization of DCMs, and beyond!
G Lederrey, V Lurkin, M Bierlaire
7th Symposium of the European Association for Research in Transportation, 2018
2018
Optimization of Discrete Choice Models
G Lederrey, V Lurkin, M Bierlaire
Workshop on Discrete Choice Models 2018, 2018
2018
Who likes this beer? Me or the community? A matched observational study of beer review from two aligned communities
G Lederrey
2017
A macroscopic loading model for dynamic, anisotropic and congested pedestrian flows
FS Hńnseler, WHK LamŢ, M Bierlaire, R Scarinci, G Lederrey
2015
When Sheep Shop
G Lederrey, R West
Proceedings of the 2018 World Wide Web Conference on World Wide Web-WWW'18, 0
Group ID U11418 Affiliated authors Antonini, Gianluca
B Atasoy, S Ataš, I Aza´ez, MM Bender, M Bierlaire, S Binder, ...
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