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SDM
2010
SIAM
151views Data Mining» more  SDM 2010»
14 years 11 months ago
Fast Stochastic Frank-Wolfe Algorithms for Nonlinear SVMs
The high computational cost of nonlinear support vector machines has limited their usability for large-scale problems. We propose two novel stochastic algorithms to tackle this pr...
Hua Ouyang, Alexander Gray
SIP
2001
14 years 11 months ago
Convergence acceleration of the LMS algorithm using successive data orthogonalization
We propose a new adaptive filtering algorithm whose convergence rate is very fast even for a highly correlated input signal. It is well-known that convergence rate gets worse when...
H.-C. Shin, W.-J. Song
ICALP
2004
Springer
15 years 3 months ago
A Note on Karr's Algorithm
We give a simple formulation of Karr’s algorithm for computing all affine relationships in affine programs. This simplified algorithm runs in time O(nk3 ) where n is the progr...
Markus Müller-Olm, Helmut Seidl
ICIP
2002
IEEE
15 years 11 months ago
An ICA algorithm for analyzing multiple data sets
In this paper we derive an independent-component analysis (ICA) method for analyzing two or more data sets simultaneously. Our model permits there to be components individual to t...
Ana S. Lukic, Lars Kai Hansen, Miles N. Wernick, S...
ICCAD
2003
IEEE
114views Hardware» more  ICCAD 2003»
15 years 7 months ago
A Novel Geometric Algorithm for Fast Wire-Optimized Floorplanning
As the size and complexity of VLSI circuits increase, the need for faster floorplanning algorithms also grows. In this work we introduce Traffic, a new method for creating wire- a...
Peter G. Sassone, Sung Kyu Lim