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ORCIDEmma Frejinger
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- affiliation: University of Montreal,Department of Computer Science and Operations Research, Canada
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2020 – today
- 2025
[j15]Utsav Sadana
, Abhilash Reddy Chenreddy, Erick Delage, Alexandre Forel, Emma Frejinger, Thibaut Vidal:
A survey of contextual optimization methods for decision-making under uncertainty. Eur. J. Oper. Res. 320(2): 271-289 (2025)- 2024
- [j14]David Pinzon Ulloa, Emma Frejinger, Bernard Gendron:
A logistics provider's profit maximization facility location problem with random utility maximizing followers. Comput. Oper. Res. 167: 106649 (2024) - [j13]Eric Larsen, Emma Frejinger, Bernard Gendron, Andrea Lodi:
Fast Continuous and Integer L-Shaped Heuristics Through Supervised Learning. INFORMS J. Comput. 36(1): 203-223 (2024) - [j12]Charly Robinson La Rocca, Jean-François Cordeau, Emma Frejinger:
One-Shot Learning for MIPs with SOS1 Constraints. Oper. Res. Forum 5(3): 57 (2024) - [c3]Sobhan Mohammadpour, Emmanuel Bengio, Emma Frejinger, Pierre-Luc Bacon:
Maximum entropy GFlowNets with soft Q-learning. AISTATS 2024: 2593-2601 - [c2]Sobhan Mohammadpour, Emma Frejinger, Pierre-Luc Bacon:
Decoupling regularization from the action space. ICLR 2024 - [i17]Sobhan Mohammadpour, Emma Frejinger, Pierre-Luc Bacon:
Decoupling regularization from the action space. CoRR abs/2406.05953 (2024) - 2023
- [j11]Steven Lamontagne, Margarida Carvalho, Emma Frejinger, Bernard Gendron, Miguel F. Anjos, Ribal Atallah:
Optimising Electric Vehicle Charging Station Placement Using Advanced Discrete Choice Models. INFORMS J. Comput. 35(5): 1195-1213 (2023) - [i16]Erik Nygren, Christian Eichenberger, Emma Frejinger:
Scope Restriction for Scalable Real-Time Railway Rescheduling: An Exploratory Study. CoRR abs/2305.03574 (2023) - [i15]Utsav Sadana, Abhilash Reddy Chenreddy, Erick Delage, Alexandre Forel, Emma Frejinger, Thibaut Vidal:
A Survey of Contextual Optimization Methods for Decision Making under Uncertainty. CoRR abs/2306.10374 (2023) - [i14]Sobhan Mohammadpour, Emmanuel Bengio, Emma Frejinger, Pierre-Luc Bacon:
Maximum entropy GFlowNets with soft Q-learning. CoRR abs/2312.14331 (2023) - 2022
- [j10]Pedro L. Miranda, Jean-François Cordeau, Emma Frejinger:
A time-space formulation for the locomotive routing problem at the Canadian National Railways. Comput. Oper. Res. 139: 105629 (2022) - [j9]Eric Larsen, Sébastien Lachapelle, Yoshua Bengio, Emma Frejinger, Simon Lacoste-Julien, Andrea Lodi:
Predicting Tactical Solutions to Operational Planning Problems Under Imperfect Information. INFORMS J. Comput. 34(1): 227-242 (2022) - [j8]Moritz Ruf, Jean-François Cordeau, Emma Frejinger:
The load planning and sequencing problem for double-stack trains. J. Rail Transp. Plan. Manag. 23: 100337 (2022) - [j7]Tien Mai, Emma Frejinger:
Undiscounted Recursive Path Choice Models: Convergence Properties and Algorithms. Transp. Sci. 56(6): 1469-1482 (2022) - [i13]Charly Robinson La Rocca, Emma Frejinger, Jean-François Cordeau:
Minimizing Entropy to Discover Good Solutions to Recurrent Mixed Integer Programs. CoRR abs/2202.06736 (2022) - [i12]Eric Larsen, Emma Frejinger, Bernard Gendron, Andrea Lodi:
Fast Continuous and Integer L-shaped Heuristics Through Supervised Learning. CoRR abs/2205.00897 (2022) - [i11]Sobhan Mohammadpour, Emma Frejinger:
Arc travel time and path choice model estimation subsumed. CoRR abs/2210.14351 (2022) - [i10]Emma Frejinger, Andrea Lodi, Michele Lombardi, Neil Yorke-Smith:
Data-Driven Combinatorial Optimisation (Dagstuhl Seminar 22431). Dagstuhl Reports 12(10): 166-174 (2022) - 2021
- [j6]Camilo Ortiz-Astorquiza, Jean-François Cordeau, Emma Frejinger:
The Locomotive Assignment Problem with Distributed Power at the Canadian National Railway Company. Transp. Sci. 55(2): 510-531 (2021) - [j5]Maëlle Zimmermann, Emma Frejinger, Patrice Marcotte:
A Strategic Markovian Traffic Equilibrium Model for Capacitated Networks. Transp. Sci. 55(3): 574-591 (2021) - [i9]Greta Laage, Emma Frejinger, William L. Hamilton, Andrea Lodi, Guillaume Rabusseau:
Estimating the Impact of an Improvement to a Revenue Management System: An Airline Application. CoRR abs/2101.10249 (2021) - [i8]Justin Dumouchelle, Emma Frejinger, Andrea Lodi:
Can Machine Learning Help in Solving Cargo Capacity Management Booking Control Problems? CoRR abs/2102.00092 (2021) - [i7]Greta Laage, Emma Frejinger, Gilles Savard:
Periodic Freight Demand Forecasting for Large-scale Tactical Planning. CoRR abs/2105.09136 (2021) - [i6]Greta Laage, Emma Frejinger, Gilles Savard:
A Two-step Heuristic for the Periodic Demand Estimation Problem. CoRR abs/2108.08331 (2021) - 2020
- [j4]Maëlle Zimmermann, Emma Frejinger:
A tutorial on recursive models for analyzing and predicting path choice behavior. EURO J. Transp. Logist. 9(2): 100004 (2020) - [j3]Mike Hewitt, Emma Frejinger:
Data-driven optimization model customization. Eur. J. Oper. Res. 287(2): 438-451 (2020) - [c1]Yoshua Bengio, Emma Frejinger, Andrea Lodi, Rahul Patel, Sriram Sankaranarayanan:
A Learning-Based Algorithm to Quickly Compute Good Primal Solutions for Stochastic Integer Programs. CPAIOR 2020: 99-111 - [i5]Xinlian Yu, Tien Mai, Jing Ding-Mastera, Song Gao, Emma Frejinger:
Modeling Route Choice with Real-Time Information: Comparing the Recursive and Non-Recursive Models. CoRR abs/2005.05783 (2020)
2010 – 2019
- 2019
- [i4]Maëlle Zimmermann, Emma Frejinger:
A tutorial on recursive models for analyzing and predicting path choice behavior. CoRR abs/1905.00883 (2019) - [i3]Emma Frejinger, Eric Larsen:
A language processing algorithm for predicting tactical solutions to an operational planning problem under uncertainty. CoRR abs/1910.08216 (2019) - [i2]Yoshua Bengio, Emma Frejinger, Andrea Lodi, Rahul Patel, Sriram Sankaranarayanan:
A learning-based algorithm to quickly compute good primal solutions for Stochastic Integer Programs. CoRR abs/1912.08112 (2019) - 2018
- [j2]Tien Mai, Fabian Bastin, Emma Frejinger:
A decomposition method for estimating recursive logit based route choice models. EURO J. Transp. Logist. 7(3): 253-275 (2018) - [j1]Serena Mantovani, Gianluca Morganti, Nitish Umang, Teodor Gabriel Crainic, Emma Frejinger, Eric Larsen:
The load planning problem for double-stack intermodal trains. Eur. J. Oper. Res. 267(1): 107-119 (2018) - [i1]Eric Larsen, Sébastien Lachapelle, Yoshua Bengio, Emma Frejinger, Simon Lacoste-Julien, Andrea Lodi:
Predicting Solution Summaries to Integer Linear Programs under Imperfect Information with Machine Learning. CoRR abs/1807.11876 (2018)
Coauthor Index
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