89 citations · 525 across the 28 of their papers we have counts for
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Phase transitions in Restricted Boltzmann Machines with generic priors
Adriano Barra, Giuseppe Genovese, Peter Sollich +1
We study Generalised Restricted Boltzmann Machines with generic priors for units and weights, interpolating between Boolean and Gaussian variables. We present a complete analysis o…
Periodic Driving at High Frequencies of an Impurity in the Isotropic XY Chain
Livia Corsi, Giuseppe Genovese
We study the isotropic XY chain with a transverse magnetic field acting on a single site and analyse the long time behaviour of the time-dependent state of the system when a period…
Local Central Limit Theorem for a Random Walk Perturbed in One Point
Giuseppe Genovese, Renato Lucà
We consider a symmetric random walk on the -dimensional lattice, whose exit probability from the origin is modified by an antisymmetric perturbation and prove the local central…
Singular behavior of the leading Lyapunov exponent of a product of random matrices
Giuseppe Genovese, Giambattista Giacomin, Rafael Leon Greenblatt
We consider a certain infinite product of random matrices appearing in the solution of some and dimensional disordered models in statistical mechanics, which…