Alberto Fachechi

most citedExact partition functions for deformed

N = 2

theories with

N_{f} = 4

flavours

6 citations · 6 across the 2 of their papers we have counts for

collaborators

3 papers

cond-mat.dis-nn2024

Fundamental operating regimes, hyper-parameter fine-tuning and glassiness: towards an interpretable replica-theory for trained restricted Boltzmann machines

Alberto Fachechi, Elena Agliari, Miriam Aquaro +2

We consider restricted Boltzmann machines with a binary visible layer and a Gaussian hidden layer trained by an unlabelled dataset composed of noisy realizations of a single ground…

cond-mat.dis-nn2022

Pavlov Learning Machines

Elena Agliari, Miriam Aquaro, Adriano Barra +2

As well known, Hebb's learning traces its origin in Pavlov's Classical Conditioning, however, while the former has been extensively modelled in the past decades (e.g., by Hopfield…

hep-th2016★ 6 cited

Exact partition functions for deformed $N = 2$ theories with $N_{f} = 4$ flavours

Matteo Beccaria, Alberto Fachechi, Guido Macorini +1

We consider the $Ω$ -deformed $N = 2$ $S U (2)$ gauge theory in four dimensions with $N_{f} = 4$ massive fundamental hypermultiplets. The low energy effective action depends on…

Fundamental operating regimes, hyper-parameter fine-tuning and glassiness: towards an interpretable replica-theory for trained restricted Boltzmann machines

Pavlov Learning Machines

Exact partition functions for deformed N=2 theories with Nf​=4 flavours

Exact partition functions for deformed $N = 2$ theories with $N_{f} = 4$ flavours