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» Ranking with Kernels in Fourier space
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COLT
2010
Springer
13 years 2 months ago
Ranking with Kernels in Fourier space
Risi Imre Kondor, Marconi S. Barbosa
COLT
2008
Springer
13 years 6 months ago
Injective Hilbert Space Embeddings of Probability Measures
A Hilbert space embedding for probability measures has recently been proposed, with applications including dimensionality reduction, homogeneity testing and independence testing. ...
Bharath K. Sriperumbudur, Arthur Gretton, Kenji Fu...
BMCBI
2006
90views more  BMCBI 2006»
13 years 4 months ago
A Fourier Transformation based Method to Mine Peptide Space for Antimicrobial Activity
Background: Naturally occurring antimicrobial peptides are currently being explored as potential candidate peptide drugs. Since antimicrobial peptides are part of the innate immun...
Vijayaraj Nagarajan, Navodit Kaushik, Beddhu Mural...
COLT
2005
Springer
13 years 10 months ago
Stability and Generalization of Bipartite Ranking Algorithms
The problem of ranking, in which the goal is to learn a real-valued ranking function that induces a ranking or ordering over an instance space, has recently gained attention in mac...
Shivani Agarwal, Partha Niyogi
JMLR
2010
118views more  JMLR 2010»
12 years 11 months ago
Hilbert Space Embeddings and Metrics on Probability Measures
A Hilbert space embedding for probability measures has recently been proposed, with applications including dimensionality reduction, homogeneity testing, and independence testing....
Bharath K. Sriperumbudur, Arthur Gretton, Kenji Fu...