21 citations · 69 across the 17 of their papers we have counts for
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cond-mat.dis-nn2021★ 21 cited
Replica symmetry breaking in dense neural networks
Linda Albanese, Francesco Alemanno, Andrea Alessandrelli +1
Understanding the glassy nature of neural networks is pivotal both for theoretical and computational advances in Machine Learning and Theoretical Artificial Intelligence. Keeping t…
cond-mat.dis-nn2021★ 1 cited
Rigorous approaches for spin glass and Gaussian spin glass with P-wise interactions
Linda Albanese, Andrea Alessandrelli
Purpose of this paper is to face up to P-spin glass and Gaussian P-spin model, i.e. spin glasses with polynomial interactions of degree P > 2. We consider the replica symmetry and…