Large pseudocounts and L[subscript 2]-norm penalties are necessary for the mean-field inference of Ising and Potts models
The mean-field (MF) approximation offers a simple, fast way to infer direct interactions between elements in a network of correlated variables, a common, computationally challenging problem with practical applications in fields ranging from physics and biology to the social sciences. However, MF met...
| Main Authors: | , , , |
|---|---|
| Other Authors: | , |
| Format: | Article |
| Language: | English |
| Published: |
American Physical Society,
2015-06-17T14:53:26Z.
|
| Subjects: | |
| Online Access: | Get fulltext |