5 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.LG2024★ 1 cited
Many happy returns: machine learning to support platelet issuing and waste reduction in hospital blood banks
Joseph Farrington, Samah Alimam, Martin Utley +2
Efforts to reduce platelet wastage in hospital blood banks have focused on ordering policies, but the predominant practice of issuing the oldest unit first may not be optimal when…
cs.AI2023★ 5 cited
Going faster to see further: GPU-accelerated value iteration and simulation for perishable inventory control using JAX
Joseph Farrington, Kezhi Li, Wai Keong Wong +1
Value iteration can find the optimal replenishment policy for a perishable inventory problem, but is computationally demanding due to the large state spaces that are required to re…