Emma Frejinger

Université de Montréal

Publications

Jan 2025

A survey of contextual optimization methods for decision making under uncertainty

Utsav Sadana, Abhilash Chenreddy, Erick Delage, Alexandre Forel, Emma Frejinger, and Thibaut Vidal

European Journal of Operational Research, 320(2), 271–289, 2025 BibTeX reference

Aug 2024

Reinforcement learning for freight booking control problems

Justin Dumouchelle, Emma Frejinger, and Andrea Lodi

Journal of Revenue and Pricing Management, 23, 318–345, 2024 BibTeX reference

Jan 2024

Fast Continuous and Integer L-Shaped Heuristics Through Supervised Learning

Eric Larsen, Emma Frejinger, Bernard Gendron, and Andrea Lodi

INFORMS Journal on Computing, 36(1), 203–223, 2024 BibTeX reference

10 publications

Events

Apr 22, 202408:30 AM — 06:00 PM

IVADO PRF3 Workshop 2024: Towards Resilient and Sustainable Supply Chains Through Machine Learning and Optimization

Conference

IVADO - Research, training and knowledge mobilization consortium in artificial intelligence, Canada Research Chair in Supply Chain Analytics, Canada Research Chair in Decision Making Under Uncertainty, Canada Research Chair in Demand Forecasting and Optimization of Transport Systems, GERAD, and CIRRELT

HEC Montréal, Amphitheatre | Rachelle et Alain-Paris (A.335)

Apr 11, 202312:15 PM — 05:30 PM

Contextual Optimization Workshop

Workshop

IVADO - Research, training and knowledge mobilization consortium in artificial intelligence

Room 4488, André-Aisenstadt Building, Université de Montréal Campus

Jun 9, 202211:00 AM — 12:00 PM

Fast Continuous and Integer L-shaped Heuristics Through Supervised Learning

DS4DM Coffee Talk
Emma Frejinger – Université de Montréal

Canada Excellence Research Chair in Data Science for Real-Time Decision-Making and GERAD

Hybrid activity at GERAD