847 search results - page 81 / 170 » Approximation algorithms for projective clustering |
110
Voted
SIGIR
2010
ACM
15 years 27 days ago
2010
ACM
Cluster label quality is crucial for browsing topic hierarchies obtained via document clustering. Intuitively, the hierarchical structure should influence the labeling accuracy. H...
157
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COMPGEOM
2011
ACM
14 years 4 months ago
2011
ACM
We present a clustering scheme that combines a mode-seeking phase with a cluster merging phase in the corresponding density map. While mode detection is done by a standard graph-b...
113
Voted
CORR
2011
Springer
14 years 7 months ago
2011
Springer
We prove that for any real-valued matrix X ∈ Rm×n , and positive integers r k, there is a subset of r columns of X such that projecting X onto their span gives a r+1 r−k+1 -a...
87
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WAIM
2005
Springer
15 years 6 months ago
2005
Springer
Researchers from the same lab often spend a considerable amount of time searching for published articles relevant to their current project. Despite having similar interests, they c...
106
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ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
We introduce a new inference algorithm for Dirichlet process mixture models. While Gibbs sampling and variational methods focus on local moves, the new algorithm makes more global...