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CLUSTER
2009
IEEE
15 years 5 months ago
Using a cluster as a memory resource: A fast and large virtual memory on MPI
—The 64-bit OS provides ample memory address space that is beneficial for applications using a large amount of data. This paper proposes using a cluster as a memory resource for...
Hiroko Midorikawa, Kazuhiro Saito, Mitsuhisa Sato,...
156
Voted
CODES
2009
IEEE
15 years 9 months ago
Using binary translation in event driven simulation for fast and flexible MPSoC simulation
In this paper, we investigate the use of instruction set simulators (ISS) based on binary translation to accelerate full timed multiprocessor system simulation at transaction leve...
Marius Gligor, Nicolas Fournel, Frédé...
DATAMINE
2006
127views more  DATAMINE 2006»
15 years 2 months ago
Computing LTS Regression for Large Data Sets
Least trimmed squares (LTS) regression is based on the subset of h cases (out of n) whose least squares t possesses the smallest sum of squared residuals. The coverage h may be se...
Peter Rousseeuw, Katrien van Driessen
CVPR
2004
IEEE
16 years 4 months ago
Feature Selection for Classifying High-Dimensional Numerical Data
Classifying high-dimensional numerical data is a very challenging problem. In high dimensional feature spaces, the performance of supervised learning methods suffer from the curse...
Yimin Wu, Aidong Zhang
151
Voted
ICML
2009
IEEE
15 years 9 months ago
Independent factor topic models
Topic models such as Latent Dirichlet Allocation (LDA) and Correlated Topic Model (CTM) have recently emerged as powerful statistical tools for text document modeling. In this pap...
Duangmanee Putthividhya, Hagai Thomas Attias, Srik...