Seminario del 2020
Aprile
28
2020
Francesco Guerra
nel ciclo di seminari: MATHEMATICAL METHODS AND MODELS IN MACHINE LEARNING
Seminario di fisica matematica
We introduce a new version of the replica trick
for disordered models, based on the interpolation on
the number of replicas, and not on analytic continuation.
We show that this strategy allows to find the order
parameter in the general case, and the associated variational
principle. The method works also for multispecie models.
We show some applications to neural networks, and related
systems.