machine learning

Estimating causal effects with optimization-based methods: A review and empirical comparison (CORS)

A technical talk on the use of optimization for causal inference.

Dynamic ride-hailing with electric vehicles

We consider the problem of an operator controlling a fleet of electric vehicles for use in a ride-hailing service. The operator, seeking to maximize profit, must assign vehicles to requests as they arise as well as recharge and reposition vehicles in …

Qu'est-ce que l'IA en santé? (OBVIA)

Une vulgarisation de l'IA en santé.

Solving multi-echelon inventory problems with heuristic-guided deep reinforcement learning and centralized control (CORS)

A technical talk on reinforcement learning for inventory control.

Solving multi-echelon inventory problems with heuristic-guided deep reinforcement learning and centralized control (JOPT)

A technical talk on reinforcement learning for inventory control.

Integration of machine learning and operations research to solve more realistic problems (CIRRELT)

An overview talk of past and current research.

Fiche 1: Définitions et usages de l'IA en santé

Au cours des dernières décennies, l’intelligence artificielle (IA) a été intégrée dans plusieurs secteurs d’activité. De l’automatisation à la médecine de précision par la valorisation des données massives, les différentes techniques d’IA ont des …