89 citations · 525 across the 28 of their papers we have counts for
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cond-mat.dis-nn2017★ 5 cited
Overlap synchronisation in multipartite random energy models
Giuseppe Genovese, Daniele Tantari
In a multipartite random energy model, made of a number of coupled GREMs, we determine the joint law of the overlaps in terms of the ones of the single GREMs. This provides the sim…
cond-mat.dis-nn2017★ 80 cited
Phase Diagram of Restricted Boltzmann Machines and Generalised Hopfield Networks with Arbitrary Priors
Adriano Barra, Giuseppe Genovese, Peter Sollich +1
Restricted Boltzmann Machines are described by the Gibbs measure of a bipartite spin glass, which in turn corresponds to the one of a generalised Hopfield network. This equivalence…