5990 search results - page 64 / 1198 » The Sampling Analysis Pattern |
95
Voted
NIPS
2001
15 years 3 months ago
2001
We propose randomized techniques for speeding up Kernel Principal Component Analysis on three levels: sampling and quantization of the Gram matrix in training, randomized rounding...
128
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KDD
2006
ACM
16 years 2 months ago
2006
ACM
Given a huge real graph, how can we derive a representative sample? There are many known algorithms to compute interesting measures (shortest paths, centrality, betweenness, etc.)...
118
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BMCBI
2006
15 years 2 months ago
2006
Background: Computational discovery of transcription factor binding sites (TFBS) is a challenging but important problem of bioinformatics. In this study, improvement of a Gibbs sa...
103
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APPROX
2006
Springer
15 years 6 months ago
2006
Springer
We describe a simple random-sampling based procedure for producing sparse matrix approximations. Our procedure and analysis are extremely simple: the analysis uses nothing more th...
99
Voted
GRAPHICSINTERFACE
2007
15 years 3 months ago
2007
One significant problem in tile-based texture synthesis is the presence of conspicuous seams in the tiles. The reason is that the sample patches employed as primary patterns of t...