49 citations · 51 across the 7 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
cs.LG2023
Regularization, early-stopping and dreaming: a Hopfield-like setup to address generalization and overfitting
Elena Agliari, Francesco Alemanno, Miriam Aquaro +1
In this work we approach attractor neural networks from a machine learning perspective: we look for optimal network parameters by applying a gradient descent over a regularized los…
cond-mat.dis-nn2023
Ultrametric identities in glassy models of Natural Evolution
Elena Agliari, Francesco Alemanno, Miriam Aquaro +1
Spin-glasses constitute a well-grounded framework for evolutionary models. Of particular interest for (some of) these models is the lack of self-averaging of their order parameters…