Predicting Solution Summaries to Integer Linear Programs under Imperfect Information with Machine Learning. - Eric Larsen; Sébastien Lachapelle; Yoshua Bengio; Emma Frejinger; Simon Lacoste-Julien; Andrea Lodi 001 (CoRR, 2018)

A decomposition method for estimating recursive logit based route choice models. - Tien Mai; Fabian Bastin; Emma Frejinger (EURO J. Transp. Logist., 2018)

The load planning problem for double-stack intermodal trains. - Serena Mantovani; Gianluca Morganti; Nitish Umang; Teodor Gabriel Crainic; Emma Frejinger; Eric Larsen (Eur. J. Oper. Res., 2018)

A language processing algorithm for predicting tactical solutions to an operational planning problem under uncertainty. - Emma Frejinger; Eric Larsen (CoRR, 2019)

A Learning-Based Algorithm to Quickly Compute Good Primal Solutions for Stochastic Integer Programs. - Yoshua Bengio; Emma Frejinger; Andrea Lodi 001; Rahul Patel; Sriram Sankaranarayanan 002 (CPAIOR, 2020)

Modeling Route Choice with Real-Time Information: Comparing the Recursive and Non-Recursive Models. - Xinlian Yu; Tien Mai; Jing Ding-Mastera; Song Gao; Emma Frejinger (CoRR, 2020)

A tutorial on recursive models for analyzing and predicting path choice behavior. - Maëlle Zimmermann; Emma Frejinger (EURO J. Transp. Logist., 2020)

Data-driven optimization model customization. - Mike Hewitt; Emma Frejinger (Eur. J. Oper. Res., 2020)

Estimating the Impact of an Improvement to a Revenue Management System: An Airline Application. - Greta Laage; Emma Frejinger; William L. Hamilton; Andrea Lodi 001; Guillaume Rabusseau (CoRR, 2021)

Can Machine Learning Help in Solving Cargo Capacity Management Booking Control Problems? - Justin Dumouchelle; Emma Frejinger; Andrea Lodi 001 (CoRR, 2021)

Periodic Freight Demand Forecasting for Large-scale Tactical Planning. - Greta Laage; Emma Frejinger; Gilles Savard (CoRR, 2021)

A Two-step Heuristic for the Periodic Demand Estimation Problem. - Greta Laage; Emma Frejinger; Gilles Savard (CoRR, 2021)

The Locomotive Assignment Problem with Distributed Power at the Canadian National Railway Company. - Camilo Ortiz-Astorquiza; Jean-François Cordeau; Emma Frejinger (Transp. Sci., 2021)

A Strategic Markovian Traffic Equilibrium Model for Capacitated Networks. - Maëlle Zimmermann; Emma Frejinger; Patrice Marcotte (Transp. Sci., 2021)

A time-space formulation for the locomotive routing problem at the Canadian National Railways. - Pedro L. Miranda; Jean-François Cordeau; Emma Frejinger (Comput. Oper. Res., 2022)

Minimizing Entropy to Discover Good Solutions to Recurrent Mixed Integer Programs. - Charly Robinson La Rocca; Emma Frejinger; Jean-François Cordeau (CoRR, 2022)

Arc travel time and path choice model estimation subsumed. - Sobhan Mohammadpour; Emma Frejinger (CoRR, 2022)

Predicting Tactical Solutions to Operational Planning Problems Under Imperfect Information. - Eric Larsen; Sébastien Lachapelle; Yoshua Bengio; Emma Frejinger; Simon Lacoste-Julien; Andrea Lodi 001 (INFORMS J. Comput., 2022)

The load planning and sequencing problem for double-stack trains. - Moritz Ruf; Jean-François Cordeau; Emma Frejinger (J. Rail Transp. Plan. Manag., 2022)

Undiscounted Recursive Path Choice Models: Convergence Properties and Algorithms. - Tien Mai; Emma Frejinger (Transp. Sci., 2022)

Data-Driven Combinatorial Optimisation (Dagstuhl Seminar 22431). - Emma Frejinger; Andrea Lodi 001; Michele Lombardi 001; Neil Yorke-Smith (Dagstuhl Reports, 2022)

Scope Restriction for Scalable Real-Time Railway Rescheduling: An Exploratory Study. - Erik Nygren; Christian Eichenberger; Emma Frejinger (CoRR, 2023)

Optimising Electric Vehicle Charging Station Placement Using Advanced Discrete Choice Models. - Steven Lamontagne; Margarida Carvalho; Emma Frejinger; Bernard Gendron; Miguel F. Anjos; Ribal Atallah (INFORMS J. Comput., 2023)

Maximum entropy GFlowNets with soft Q-learning. - Sobhan Mohammadpour; Emmanuel Bengio; Emma Frejinger; Pierre-Luc Bacon (AISTATS, 2024)

Decoupling regularization from the action space. - Sobhan Mohammadpour; Emma Frejinger; Pierre-Luc Bacon (ICLR, 2024)

A logistics provider's profit maximization facility location problem with random utility maximizing followers. - David Pinzon Ulloa; Emma Frejinger; Bernard Gendron (Comput. Oper. Res., 2024)

Fast Continuous and Integer L-Shaped Heuristics Through Supervised Learning. - Eric Larsen; Emma Frejinger; Bernard Gendron; Andrea Lodi 001 (INFORMS J. Comput., 2024)

One-Shot Learning for MIPs with SOS1 Constraints. - Charly Robinson La Rocca; Jean-François Cordeau; Emma Frejinger (Oper. Res. Forum, 2024)

A survey of contextual optimization methods for decision-making under uncertainty. - Utsav Sadana; Abhilash Reddy Chenreddy; Erick Delage; Alexandre Forel; Emma Frejinger; Thibaut Vidal (Eur. J. Oper. Res., 2025)

A Model-Free Approach for Solving Choice-Based Competitive Facility Location Problems Using Simulation and Submodularity. - Robin Legault; Emma Frejinger (INFORMS J. Comput., 2025)

Perspectives on optimizing transport systems with supply-dependent demand. - Emma Frejinger; Mike Hewitt (INFOR Inf. Syst. Oper. Res., 2025)