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» Statistical sampling of microarchitecture simulation
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MANSCI
2011
13 years 4 months ago
Generating Ambiguity in the Laboratory
This article develops a method for drawing samples from which it is impossible to infer any quantile or moment of the underlying distribution. The method provides researchers with...
Jack Stecher, Timothy Shields, John Dickhaut
BMCBI
2010
86views more  BMCBI 2010»
13 years 10 months ago
A novel approach to simulate gene-environment interactions in complex diseases
Background: Complex diseases are multifactorial traits caused by both genetic and environmental factors. They represent the major part of human diseases and include those with lar...
Roberto Amato, Michele Pinelli, Daniel D'Andrea, G...
BMCBI
2011
13 years 1 months ago
To aggregate or not to aggregate high-dimensional classifiers
Background: High-throughput functional genomics technologies generate large amount of data with hundreds or thousands of measurements per sample. The number of sample is usually m...
Cheng-Jian Xu, Huub C. J. Hoefsloot, Age K. Smilde
NN
2010
Springer
187views Neural Networks» more  NN 2010»
13 years 4 months ago
Efficient exploration through active learning for value function approximation in reinforcement learning
Appropriately designing sampling policies is highly important for obtaining better control policies in reinforcement learning. In this paper, we first show that the least-squares ...
Takayuki Akiyama, Hirotaka Hachiya, Masashi Sugiya...
CODES
2005
IEEE
14 years 3 months ago
Dynamic phase analysis for cycle-close trace generation
For embedded system development, several companies provide cross-platform development tools to aid in debugging, prototyping and optimization of programs. These are full system em...
Cristiano Pereira, Jeremy Lau, Brad Calder, Rajesh...