Emma Frejinger

39 papers A* 1A 1B 1Journal 36
YearRankTypeTitle / Venue / Authors
2026 J jnl
A capacitated collection-and-delivery-point location problem with random utility maximizing customers.
Comput. Oper. Res.
David Pinzon Ulloa, Ammar Metnani, Emma Frejinger
2026 J jnl
Contextual Preference Distribution Learning.
CoRR
Benjamin Hudson, Laurent Charlin, Emma Frejinger
2025 J jnl
A Model-Free Approach for Solving Choice-Based Competitive Facility Location Problems Using Simulation and Submodularity.
INFORMS J. Comput.
Robin Legault, Emma Frejinger
2025 J jnl
A survey of contextual optimization methods for decision-making under uncertainty.
Eur. J. Oper. Res.
Utsav Sadana, Abhilash Reddy Chenreddy, Erick Delage, Alexandre Forel, Emma Frejinger, Thibaut Vidal
2025 J jnl
Perspectives on optimizing transport systems with supply-dependent demand.
INFOR Inf. Syst. Oper. Res.
Emma Frejinger, Mike Hewitt
2024 J jnl
A logistics provider's profit maximization facility location problem with random utility maximizing followers.
Comput. Oper. Res.
David Pinzon Ulloa, Emma Frejinger, Bernard Gendron
2024 A* conf
Decoupling regularization from the action space.
ICLR
Sobhan Mohammadpour, Emma Frejinger, Pierre-Luc Bacon
2024 J jnl
Decoupling regularization from the action space.
CoRR
Sobhan Mohammadpour, Emma Frejinger, Pierre-Luc Bacon
2024 J jnl
Fast Continuous and Integer L-Shaped Heuristics Through Supervised Learning.
INFORMS J. Comput.
Eric Larsen, Emma Frejinger, Bernard Gendron, Andrea Lodi
2024 A conf
Maximum entropy GFlowNets with soft Q-learning.
AISTATS
Sobhan Mohammadpour, Emmanuel Bengio, Emma Frejinger, Pierre-Luc Bacon
2024 J jnl
One-Shot Learning for MIPs with SOS1 Constraints.
Oper. Res. Forum
Charly Robinson La Rocca, Jean-François Cordeau, Emma Frejinger
2023 J jnl
A Survey of Contextual Optimization Methods for Decision Making under Uncertainty.
CoRR
Utsav Sadana, Abhilash Reddy Chenreddy, Erick Delage, Alexandre Forel, Emma Frejinger, Thibaut Vidal
2023 J jnl
Maximum entropy GFlowNets with soft Q-learning.
CoRR
Sobhan Mohammadpour, Emmanuel Bengio, Emma Frejinger, Pierre-Luc Bacon
2023 J jnl
Optimising Electric Vehicle Charging Station Placement Using Advanced Discrete Choice Models.
INFORMS J. Comput.
Steven Lamontagne, Margarida Carvalho, Emma Frejinger, Bernard Gendron, Miguel F. Anjos, Ribal Atallah
2023 J jnl
Scope Restriction for Scalable Real-Time Railway Rescheduling: An Exploratory Study.
CoRR
Erik Nygren, Christian Eichenberger, Emma Frejinger
2022 J jnl
A time-space formulation for the locomotive routing problem at the Canadian National Railways.
Comput. Oper. Res.
Pedro L. Miranda, Jean-François Cordeau, Emma Frejinger
2022 J jnl
Arc travel time and path choice model estimation subsumed.
CoRR
Sobhan Mohammadpour, Emma Frejinger
2022 J jnl
Data-Driven Combinatorial Optimisation (Dagstuhl Seminar 22431).
Dagstuhl Reports
Emma Frejinger, Andrea Lodi, Michele Lombardi, Neil Yorke-Smith
2022 J jnl
Fast Continuous and Integer L-shaped Heuristics Through Supervised Learning.
CoRR
Eric Larsen, Emma Frejinger, Bernard Gendron, Andrea Lodi
2022 J jnl
Minimizing Entropy to Discover Good Solutions to Recurrent Mixed Integer Programs.
CoRR
Charly Robinson La Rocca, Emma Frejinger, Jean-François Cordeau
2022 J jnl
Predicting Tactical Solutions to Operational Planning Problems Under Imperfect Information.
INFORMS J. Comput.
Eric Larsen, Sébastien Lachapelle, Yoshua Bengio, Emma Frejinger, Simon Lacoste-Julien, Andrea Lodi
2022 J jnl
The load planning and sequencing problem for double-stack trains.
J. Rail Transp. Plan. Manag.
Moritz Ruf, Jean-François Cordeau, Emma Frejinger
2022 J jnl
Undiscounted Recursive Path Choice Models: Convergence Properties and Algorithms.
Transp. Sci.
Tien Mai, Emma Frejinger
2021 J jnl
A Strategic Markovian Traffic Equilibrium Model for Capacitated Networks.
Transp. Sci.
Maëlle Zimmermann, Emma Frejinger, Patrice Marcotte
2021 J jnl
A Two-step Heuristic for the Periodic Demand Estimation Problem.
CoRR
Greta Laage, Emma Frejinger, Gilles Savard
2021 J jnl
Can Machine Learning Help in Solving Cargo Capacity Management Booking Control Problems?
CoRR
Justin Dumouchelle, Emma Frejinger, Andrea Lodi
2021 J jnl
Estimating the Impact of an Improvement to a Revenue Management System: An Airline Application.
CoRR
Greta Laage, Emma Frejinger, William L. Hamilton, Andrea Lodi, Guillaume Rabusseau
2021 J jnl
Periodic Freight Demand Forecasting for Large-scale Tactical Planning.
CoRR
Greta Laage, Emma Frejinger, Gilles Savard
2021 J jnl
The Locomotive Assignment Problem with Distributed Power at the Canadian National Railway Company.
Transp. Sci.
Camilo Ortiz-Astorquiza, Jean-François Cordeau, Emma Frejinger
2020 B conf
A Learning-Based Algorithm to Quickly Compute Good Primal Solutions for Stochastic Integer Programs.
CPAIOR
Yoshua Bengio, Emma Frejinger, Andrea Lodi, Rahul Patel, Sriram Sankaranarayanan
2020 J jnl
A tutorial on recursive models for analyzing and predicting path choice behavior.
EURO J. Transp. Logist.
Maëlle Zimmermann, Emma Frejinger
2020 J jnl
Data-driven optimization model customization.
Eur. J. Oper. Res.
Mike Hewitt, Emma Frejinger
2020 J jnl
Modeling Route Choice with Real-Time Information: Comparing the Recursive and Non-Recursive Models.
CoRR
Xinlian Yu, Tien Mai, Jing Ding-Mastera, Song Gao, Emma Frejinger
2019 J jnl
A language processing algorithm for predicting tactical solutions to an operational planning problem under uncertainty.
CoRR
Emma Frejinger, Eric Larsen
2019 J jnl
A learning-based algorithm to quickly compute good primal solutions for Stochastic Integer Programs.
CoRR
Yoshua Bengio, Emma Frejinger, Andrea Lodi, Rahul Patel, Sriram Sankaranarayanan
2019 J jnl
A tutorial on recursive models for analyzing and predicting path choice behavior.
CoRR
Maëlle Zimmermann, Emma Frejinger
2018 J jnl
A decomposition method for estimating recursive logit based route choice models.
EURO J. Transp. Logist.
Tien Mai, Fabian Bastin, Emma Frejinger
2018 J jnl
Predicting Solution Summaries to Integer Linear Programs under Imperfect Information with Machine Learning.
CoRR
Eric Larsen, Sébastien Lachapelle, Yoshua Bengio, Emma Frejinger, Simon Lacoste-Julien, Andrea Lodi
2018 J jnl
The load planning problem for double-stack intermodal trains.
Eur. J. Oper. Res.
Serena Mantovani, Gianluca Morganti, Nitish Umang, Teodor Gabriel Crainic, Emma Frejinger, Eric Larsen