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CPM
2007
Springer
167views Combinatorics» more  CPM 2007»
13 years 11 months ago
Deterministic Length Reduction: Fast Convolution in Sparse Data and Applications
In this paper a deterministic algorithm for the length reduction problem is presented. This algorithm enables a new tool for performing fast convolution in sparse data. While the ...
Amihood Amir, Oren Kapah, Ely Porat
ECML
2005
Springer
13 years 10 months ago
Nonrigid Embeddings for Dimensionality Reduction
Spectral methods for embedding graphs and immersing data manifolds in low-dimensional speaces are notoriously unstable due to insufficient and/or numberically ill-conditioned con...
Matthew Brand