Publications scientifiques

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On the master equation for linear quadratic graphon mean field games
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2020 59th IEEE Conference on Decision and Control (CDC), Jeju Island, Korea, 1026–1031, 2020 référence BibTeX
A tractable mean field game model for the analysis of crowd evacuation dynamics
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2020 59th IEEE Conference on Decision and Control (CDC), Jeju, Korea, 1020–1025, 2020 référence BibTeX
Distributionally robust local non-parametric conditional estimation
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Proceedings of the 34th Neural Information Processing Systems Conference. Neural Information Processing Systems Conference (NeurIPS 2020), 2020 référence BibTeX
Machine learning in airline crew pairing to construct initial clusters for dynamic constraint aggregation
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EURO Journal on Transportation and Logistics, 9(4), page 100020, 2020 référence BibTeX
Learning to handle parameter perturbations in Combinatorial Optimization: An application to facility location
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EURO Journal on Transportation and Logistics, 9(4), page 100023, 2020 référence BibTeX
Hybrid models for learning to branch
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Advances in Neural Information Processing Systems 33 (NeurIPS 2020) , 18087–18097, 2020 référence BibTeX
A stochastic network design problem for hazardous waste management
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Journal of Cleaner Production, 277, 123566, 2020 référence BibTeX
Scaled projected-directions methods with application to transmission tomography
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Optimization and Engineering, 21(4), 1537–1561, 2020 référence BibTeX
Identification of hot water end-use process of electric water heaters from energy measurements
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Electric Power Systems Research, 189, 106625, 2020 référence BibTeX
A flexibility product for electric water heater aggregators on electricity markets
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Applied Energy, 280, page 115168, 2020 référence BibTeX