55 citations · 136 across the 8 of their papers we have counts for
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math.NA2012
Parsimonious Mahalanobis Kernel for the Classification of High Dimensional Data
M. Fauvel, A. Villa, J. Chanussot +1
The classification of high dimensional data with kernel methods is considered in this article. Exploit- ing the emptiness property of high dimensional spaces, a kernel based on the…
stat.ME2012★ 2 cited
Kernel discriminant analysis and clustering with parsimonious Gaussian process models
Charles Bouveyron, Stéphane Girard, Mathieu Fauvel
This work presents a family of parsimonious Gaussian process models which allow to build, from a finite sample, a model-based classifier in an infinite dimensional space. The propo…