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CORR
2010
Springer
136views Education» more  CORR 2010»
13 years 7 months ago
An Inverse Power Method for Nonlinear Eigenproblems with Applications in 1-Spectral Clustering and Sparse PCA
Many problems in machine learning and statistics can be formulated as (generalized) eigenproblems. In terms of the associated optimization problem, computing linear eigenvectors a...
Matthias Hein, Thomas Bühler
ICCSA
2005
Springer
14 years 3 months ago
A Parallel Tabu Search Algorithm for Optimizing Multiobjective VLSI Placement
Abstract. In this paper, we present a parallel tabu search (TS) algorithm for efficient optimization of a constrained multiobjective VLSI standard cell placement problem. The prima...
Mahmood R. Minhas, Sadiq M. Sait
VTC
2008
IEEE
147views Communications» more  VTC 2008»
14 years 4 months ago
Media Access Technique for Cluster-Based Vehicular Ad Hoc Networks
— We propose a hybrid media access technique for cluster-based vehicular networks. This technique integrates the centralization approach of cluster management and the universal w...
Zaydoun Y. Rawashdeh, Syed Masud Mahmud
ICCS
2005
Springer
14 years 3 months ago
"Plug-and-Play" Cluster Computing HPC Designed for the Mainstream Scientist
At UCLA's Plasma Physics Group, to achieve accessible computational power for our research goals, we developed the tools to build numerically-intensive parallel computing clus...
Dean E. Dauger, Viktor K. Decyk
ICML
2010
IEEE
13 years 11 months ago
The Translation-invariant Wishart-Dirichlet Process for Clustering Distance Data
We present a probabilistic model for clustering of objects represented via pairwise dissimilarities. We propose that even if an underlying vectorial representation exists, it is b...
Julia E. Vogt, Sandhya Prabhakaran, Thomas J. Fuch...