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» Solving the Birkhoff Interpolation Problem via the Critical ...
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ADG
2000
Springer
84views Mathematics» more  ADG 2000»
15 years 2 months ago
Solving the Birkhoff Interpolation Problem via the Critical Point Method: An Experimental Study
Fabrice Rouillier, Mohab Safey El Din, Éric...
KDD
2006
ACM
213views Data Mining» more  KDD 2006»
15 years 11 months ago
Learning sparse metrics via linear programming
Calculation of object similarity, for example through a distance function, is a common part of data mining and machine learning algorithms. This calculation is crucial for efficie...
Glenn Fung, Rómer Rosales
KDD
2007
ACM
197views Data Mining» more  KDD 2007»
15 years 11 months ago
Learning the kernel matrix in discriminant analysis via quadratically constrained quadratic programming
The kernel function plays a central role in kernel methods. In this paper, we consider the automated learning of the kernel matrix over a convex combination of pre-specified kerne...
Jieping Ye, Shuiwang Ji, Jianhui Chen