22 citations · 22 across the 2 of their papers we have counts for
3 papers
Statistical mechanics of transfer learning in fully-connected networks in the proportional limit
Alessandro Ingrosso, Rosalba Pacelli, Pietro Rotondo +1
Transfer learning (TL) is a well-established machine learning technique to boost the generalization performance on a specific (target) task using information gained from a related…
Resolution of similar patterns in a solvable model of unsupervised deep learning with structured data
Andrea Baroffio, Pietro Rotondo, Marco Gherardi
Empirical data, on which deep learning relies, has substantial internal structure, yet prevailing theories often disregard this aspect. Recent research has led to the definition of…
Replica Symmetry Breaking in Cold Atoms and Spin Glasses
Pietro Rotondo, Enrico Tesio, Sergio Caracciolo
We consider a system composed by N atoms trapped within a multimode cavity, whose theoretical description is captured by a disordered multimode Dicke model. We show that in the res…