54 citations · 144 across the 14 of their papers we have counts for
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cs.LG2021★ 1 cited
Beyond permutation equivariance in graph networks
Emma Slade, Francesco Farina
In this draft paper, we introduce a novel architecture for graph networks which is equivariant to the Euclidean group in -dimensions. The model is designed to work with graph ne…
cs.LG2019★ 10 cited
Asynchronous Distributed Learning from Constraints
Francesco Farina, Stefano Melacci, Andrea Garulli +1
In this paper, the extension of the framework of Learning from Constraints (LfC) to a distributed setting where multiple parties, connected over the network, contribute to the lear…