753 search results - page 25 / 151 » Independent component analysis: algorithms and applications |
102
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COLT
2004
Springer
15 years 4 months ago
2004
Springer
The main goal of this paper is to prove inequalities on the reconstruction error for Kernel Principal Component Analysis. With respect to previous work on this topic, our contribu...
100
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ICML
2007
IEEE
16 years 1 days ago
2007
IEEE
Given a sample covariance matrix, we examine the problem of maximizing the variance explained by a particular linear combination of the input variables while constraining the numb...
ICRA
2010
IEEE
14 years 9 months ago
2010
IEEE
The topic of reusable software in robotics is now largely addressed. Components based architectures, where components are independent units that can be reused accross applications,...
ACSD
2010
IEEE
14 years 9 months ago
2010
IEEE
Abstract--Semantics of many specification languages, particularly those used in the domain of hardware, is described in terms of vector-based transition systems. In such a transiti...
ESA
1998
Springer
15 years 3 months ago
1998
Springer
We present a new approach for designing external graph algorithms and use it to design simple, deterministic and randomized external algorithms for computing connected components, ...