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20182025
most citedA statistical mechanics framework for Bayesian deep neural networks beyond the infinite-width limit

35 citations · 106 across the 15 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

cond-mat.dis-nn2021

Critical properties of the SAT/UNSAT transitions in the classification problem of structured data

Mauro Pastore

The classification problem of structured data can be solved with different strategies: a supervised learning approach, starting from a labeled training set, and an unsupervised lea…

cond-mat.stat-mech2021★ 8 cited

Self-induced glassy phase in multimodal cavity quantum electrodynamics

Vittorio Erba, Mauro Pastore, Pietro Rotondo

We provide strong evidence that the effective spin-spin interaction in a multimodal confocal optical cavity gives rise to a self-induced glassy phase, which emerges exclusively fro…