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» Multiple Kernel Clustering.

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SODA
2010
ACM

149views Algorithms» more SODA 2010»

Sharp kernel clustering algorithms and their associated Grothendieck inequalities

14 years 5 months ago

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abstract Subhash Khot Assaf Naor In the kernel clustering problem we are given a (large) n ? n symmetric positive semidefinite matrix A = (aij) with n i=1 n j=1 aij = 0 and a (sma...

Subhash Khot, Assaf Naor

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PRIB
2009
Springer

209views Bioinformatics» more PRIB 2009»

Class Prediction from Disparate Biological Data Sources Using an Iterative Multi-Kernel Algorithm

14 years 2 months ago

Download www.enm.bris.ac.uk

For many biomedical modelling tasks a number of diﬀerent types of data may inﬂuence predictions made by the model. An established approach to pursuing supervised learning with ...

Yiming Ying, Colin Campbell, Theodoros Damoulas, M...

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RIVF
2008

172views Internet Technology» more RIVF 2008»

Simple but effective methods for combining kernels in computational biology

13 years 9 months ago

Download www.jaist.ac.jp

Complex biological data generated from various experiments are stored in diverse data types in multiple datasets. By appropriately representing each biological dataset as a kernel ...

Hiroaki Tanabe, Tu Bao Ho, Canh Hao Nguyen, Saori ...

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FOCS
2008
IEEE

89views Theoretical Computer Science» more FOCS 2008»

Approximate Kernel Clustering

14 years 2 months ago