254 citations · 524 across the 30 of their papers we have counts for
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cs.LG2021★ 20 cited
Dissecting FLOPs along input dimensions for GreenAI cost estimations
Andrea Asperti, Davide Evangelista, Moreno Marzolla
The term GreenAI refers to a novel approach to Deep Learning, that is more aware of the ecological impact and the computational efficiency of its methods. The promoters of GreenAI…
cs.DS2021★ 1 cited
A Heuristic for Direct Product Graph Decomposition
Luca Calderoni, Luciano Margara, Moreno Marzolla
In this paper we describe a heuristic for decomposing a directed graph into factors according to the direct product (also known as Kronecker, cardinal or tensor product). Given a d…