2503 search results - page 266 / 501 » New Algorithms for Statistical Analysis of Interval Data |
143
Voted
NIPS
2007
15 years 7 months ago
2007
We present a new class of models for high-dimensional nonparametric regression and classification called sparse additive models (SpAM). Our methods combine ideas from sparse line...
163
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ICDE
2012
IEEE
13 years 8 months ago
2012
IEEE
—The importance of introducing distance constraints to data dependencies, such as differential dependencies (DDs) [28], has recently been recognized. The metric distance constrai...
147
Voted
CPM
2004
Springer
15 years 11 months ago
2004
Springer
Given a matrix X composed of symbols, a bicluster is a submatrix of X obtained by removing some of the rows and some of the columns of X in such a way that each row of what is lef...
121
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ICA
2004
Springer
15 years 11 months ago
2004
Springer
Abstract. We present a set of gradient based orthogonal and nonorthogonal matrix joint diagonalization algorithms. Our approach is to use the geometry of matrix Lie groups to devel...
140
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CVPR
2005
IEEE
16 years 7 months ago
2005
IEEE
A representative subspace is significant for image analysis, while the corresponding techniques often suffer from the curse of dimensionality dilemma. In this paper, we propose a ...