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ICML
2009
IEEE
14 years 9 months ago
Multi-view clustering via canonical correlation analysis
Clustering data in high dimensions is believed to be a hard problem in general. A number of efficient clustering algorithms developed in recent years address this problem by proje...
Kamalika Chaudhuri, Sham M. Kakade, Karen Livescu,...
CNSR
2007
IEEE
104views Communications» more  CNSR 2007»
14 years 2 months ago
Performance Analysis of Web Service Replica Selection in an Extranet
Providing web service replicas improves the overall system performance and redundancy for hardware failures. In Business-to-Business, this may be particularly interesting for orga...
Partheeban Chandrasekaran, Shikharesh Majumdar, Ch...
JDCTA
2010
92views more  JDCTA 2010»
13 years 3 months ago
Several Incomplete Sort Algorithms for Getting the Median Value
To quickly get the median value of any given sequence is very important in many research fields. Some popular sort algorithms are discussed in this paper. Selection sort algorithm...
Fuguo Dong
COMPGEOM
2011
ACM
12 years 11 months ago
An output-sensitive algorithm for persistent homology
In this paper, we present the first output-sensitive algorithm to compute the persistence diagram of a filtered simplicial complex. For any Γ > 0, it returns only those homo...
Chao Chen, Michael Kerber
COLT
2007
Springer
14 years 2 months ago
Multi-view Regression Via Canonical Correlation Analysis
In the multi-view regression problem, we have a regression problem where the input variable (which is a real vector) can be partitioned into two different views, where it is assum...
Sham M. Kakade, Dean P. Foster