William St-Arnaud — accepted AI-conference papers

2024

Learning to Build Solutions in Stochastic Matching Problems Using Flows (Student Abstract)

William St-Arnaud, Margarida Carvalho, Golnoosh Farnadi

AAAI 2024technical

Generative Flow Networks, known as GFlowNets, have been introduced in recent times, presenting an exciting possibility for neural networks to model distributions across various data structures. In this paper, we broaden their applicability to encompass scenarios where the data structures are optimal…

Cited by 0 Source ↗PDF ↗Scholar ↗

2021

Individual Fairness in Kidney Exchange Programs

Golnoosh Farnadi, William St-Arnaud, Behrouz Babaki, Margarida Carvalho

AAAI 2021technical

Kidney transplant is the preferred method of treatment for patients suffering from kidney failure. However, not all patients can find a donor which matches their physiological characteristics. Kidney exchange programs (KEPs) seek to match such incompatible patient-donor pairs together, usually with…

Cited by 23 Source ↗PDF ↗code ↗Scholar ↗