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20242026
most citedRandom Features Hopfield Networks generalize retrieval to previously unseen examples

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cond-mat.stat-mech2025

Pseudo-likelihood produces associative memories able to generalize, even for asymmetric couplings

Francesco D'Amico, Dario Bocchi, Luca Maria Del Bono +2

Energy-based probabilistic models learned by maximizing the likelihood of the data are limited by the intractability of the partition function. A widely used workaround is to maxim…