Emma Frejinger

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 34

Top Topics

Integer Program

Facility Location

Demand Forecasting

Combinatorial Optimisation

Top Venues

INFORMS J. Comput.

Comput. Oper. Res.

Publications

Sobhan Mohammadpour, Emma Frejinger, Pierre-Luc Bacon
Decoupling regularization from the action space. CoRR (2024)
Eric Larsen, Emma Frejinger, Bernard Gendron, Andrea Lodi
Fast Continuous and Integer L-Shaped Heuristics Through Supervised Learning. INFORMS J. Comput. 36 (1) (2024)
Sobhan Mohammadpour, Emmanuel Bengio, Emma Frejinger, Pierre-Luc Bacon
Maximum entropy GFlowNets with soft Q-learning. AISTATS (2024)
Sobhan Mohammadpour, Emma Frejinger, Pierre-Luc Bacon
Decoupling regularization from the action space. ICLR (2024)
Charly Robinson La Rocca, Jean-François Cordeau, Emma Frejinger
One-Shot Learning for MIPs with SOS1 Constraints. Oper. Res. Forum 5 (3) (2024)
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 (2024)
Erik Nygren, Christian Eichenberger, Emma Frejinger
Scope Restriction for Scalable Real-Time Railway Rescheduling: An Exploratory Study. CoRR (2023)
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) (2023)
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 (2023)
Sobhan Mohammadpour, Emmanuel Bengio, Emma Frejinger, Pierre-Luc Bacon
Maximum entropy GFlowNets with soft Q-learning. CoRR (2023)
Eric Larsen, Emma Frejinger, Bernard Gendron, Andrea Lodi
Fast Continuous and Integer L-shaped Heuristics Through Supervised Learning. CoRR (2022)
Tien Mai, Emma Frejinger
Undiscounted Recursive Path Choice Models: Convergence Properties and Algorithms. Transp. Sci. 56 (6) (2022)
Sobhan Mohammadpour, Emma Frejinger
Arc travel time and path choice model estimation subsumed. CoRR (2022)
Moritz Ruf, Jean-François Cordeau, Emma Frejinger
The load planning and sequencing problem for double-stack trains. J. Rail Transp. Plan. Manag. 23 (2022)
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) (2022)
Pedro Miranda, Jean-François Cordeau, Emma Frejinger
A time-space formulation for the locomotive routing problem at the Canadian National Railways. Comput. Oper. Res. 139 (2022)
Charly Robinson La Rocca, Emma Frejinger, Jean-François Cordeau
Minimizing Entropy to Discover Good Solutions to Recurrent Mixed Integer Programs. CoRR (2022)
Emma Frejinger, Andrea Lodi, Michele Lombardi, Neil Yorke-Smith
Data-Driven Combinatorial Optimisation (Dagstuhl Seminar 22431). Dagstuhl Reports 12 (10) (2022)
Justin Dumouchelle, Emma Frejinger, Andrea Lodi
Can Machine Learning Help in Solving Cargo Capacity Management Booking Control Problems? CoRR (2021)
Greta Laage, Emma Frejinger, Gilles Savard
Periodic Freight Demand Forecasting for Large-scale Tactical Planning. CoRR (2021)
Maëlle Zimmermann, Emma Frejinger, Patrice Marcotte
A Strategic Markovian Traffic Equilibrium Model for Capacitated Networks. Transp. Sci. 55 (3) (2021)
Greta Laage, Emma Frejinger, Gilles Savard
A Two-step Heuristic for the Periodic Demand Estimation Problem. CoRR (2021)
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) (2021)
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 (2021)
Maëlle Zimmermann, Emma Frejinger
A tutorial on recursive models for analyzing and predicting path choice behavior. EURO J. Transp. Logist. 9 (2) (2020)
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 (2020)
Mike Hewitt, Emma Frejinger
Data-driven optimization model customization. Eur. J. Oper. Res. 287 (2) (2020)
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)
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 (2019)
Emma Frejinger, Eric Larsen
A language processing algorithm for predicting tactical solutions to an operational planning problem under uncertainty. CoRR (2019)
Maëlle Zimmermann, Emma Frejinger
A tutorial on recursive models for analyzing and predicting path choice behavior. CoRR (2019)
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) (2018)
Tien Mai, Fabian Bastin, Emma Frejinger
A decomposition method for estimating recursive logit based route choice models. EURO J. Transp. Logist. 7 (3) (2018)
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 (2018)