15 citations · 43 across the 12 of their papers we have counts for
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cond-mat.dis-nn2000★ 1 cited
Hierarchical learning in polynomial Support Vector Machines
Sebastian Risau-Gusman, Mirta B. Gordon
We study the typical properties of polynomial Support Vector Machines within a Statistical Mechanics approach that allows us to analyze the effect of different normalizations of th…
cond-mat.dis-nn2000
Storage Capacity of the Tilinglike Learning Algorithm
Arnaud Buhot, Mirta B. Gordon
The storage capacity of an incremental learning algorithm for the parity machine, the Tilinglike Learning Algorithm, is analytically determined in the limit of a large number of hi…
cond-mat.dis-nn2000★ 8 cited
Generalization properties of finite size polynomial Support Vector Machines
Sebastian Risau-Gusman, Mirta B. Gordon
The learning properties of finite size polynomial Support Vector Machines are analyzed in the case of realizable classification tasks. The normalization of the high order features…