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» Design and analysis of algorithms reconsidered
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ARC
2009
Springer
188views Hardware» more  ARC 2009»
16 years 1 months ago
Word-Length Optimization and Error Analysis of a Multivariate Gaussian Random Number Generator
Abstract. Monte Carlo simulation is one of the most widely used techniques for computationally intensive simulations in mathematical analysis and modeling. A multivariate Gaussian ...
Chalermpol Saiprasert, Christos-Savvas Bouganis, G...
CCS
2009
ACM
16 years 1 months ago
A framework for quantitative security analysis of machine learning
We propose a framework for quantitative security analysis of machine learning methods. Key issus of this framework are a formal specification of the deployed learning model and a...
Pavel Laskov, Marius Kloft
APSEC
1995
IEEE
15 years 10 months ago
An Efficient Debugging Method for Message-based Parallel Programs using Static Analysis Information
Guaranteeiq reproducibility and minimizing probe effects are major issues in the parallel program debugging. This paper suggests a new debugging method, named Detect and Reproduce...
Hyun Seop Bae, Yong Rae Kwon, Hyeon Soo Kim
VDA
2010
169views Visualization» more  VDA 2010»
15 years 9 months ago
Techniques for precision-based visual analysis of projected data
The analysis of high-dimensional data is an important, yet inherently difficult problem. Projection techniques such as PCA, MDS, and SOM can be used to map high-dimensional data t...
Tobias Schreck, Tatiana von Landesberger, Sebastia...
DAC
2011
ACM
14 years 6 months ago
Fast non-monte-carlo transient noise analysis for high-precision analog/RF circuits by stochastic orthogonal polynomials
Stochastic device noise has become a significant challenge for high-precision analog/RF circuits, and it is particularly difficult to correctly include both white noise and flic...
Fang Gong, Hao Yu, Lei He