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» On the Complexity of Numerical Analysis
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NECO
2010
97views more  NECO 2010»
15 years 5 months ago
Rademacher Chaos Complexities for Learning the Kernel Problem
In this paper we develop a novel generalization bound for learning the kernel problem. First, we show that the generalization analysis of the kernel learning problem reduces to in...
Yiming Ying, Colin Campbell
166
Voted
ICCS
2005
Springer
16 years 19 days ago
Flamelet Analysis of Turbulent Combustion
Three-dimensional direct numerical simulations are performed of turbulent combustion of initially spherical flame kernels. The chemistry is described by a progress variable which ...
R. J. M. Bastiaans, S. M. Martin, H. Pitsch, J. A....
ICDIM
2008
IEEE
16 years 1 months ago
A fast approximate algorithm for large-scale Latent Semantic Indexing
Latent Semantic Indexing (LSI) is an effective method to discover the underlying semantic structure of data. It has numerous applications in information retrieval and data mining....
Dell Zhang, Zheng Zhu
GLOBECOM
2006
IEEE
16 years 1 months ago
A Lattice-Reduction-Aided Soft Detector for Multiple-Input Multiple-Output Channels
— Lattice basis reduction is a powerful technique that enables a hard-output detector for a multiple-input multiple-output channel to approach maximum-likelihood performance with...
David L. Milliner, John R. Barry
ASPDAC
2001
ACM
82views Hardware» more  ASPDAC 2001»
15 years 10 months ago
A virtual 3-D multipole accelerated extractor for VLSI parasitic interconnect capacitance
A virtual 3-D extractor of the single dielectric is presented in this paper. In the indirect boundary integral equations, the plane charge distribution on the surface of conductors...
Zhaozhi Yang, Zeyi Wang, Shuzhou Fang