19 citations · 19 across the 1 of their papers we have counts for
2 papers
cond-mat.stat-mech2005★ 19 cited
Topology, phase transitions and the spherical model
S. Risau-Gusman, A. C. Ribeiro-Teixeira, D. A. Stariolo
The Topological Hypothesis states that phase transitions should be related to changes in the topology of configuration space. The necessity of such changes has already been demonst…
cond-mat.dis-nn2002
Learning curves for Soft Margin Classifiers
Sebastian Risau-Gusman, Mirta B. Gordon
Typical learning curves for Soft Margin Classifiers (SMCs) learning both realizable and unrealizable tasks are determined using the tools of Statistical Mechanics. We derive the an…