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ICDE
2012
IEEE
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11 years 9 months ago
Scalable and Numerically Stable Descriptive Statistics in SystemML
—With the exponential growth in the amount of data that is being generated in recent years, there is a pressing need for applying machine learning algorithms to large data sets. ...
Yuanyuan Tian, Shirish Tatikonda, Berthold Reinwal...
WSC
2004
13 years 8 months ago
Numerical Accuracy Issues in Using Excel for Simulation Studies
Many researchers use Excel to perform simulations, but with each upgrade to Excel
Kellie B. Keeling, Robert J. Pavur
GRID
2005
Springer
14 years 20 days ago
Highly latency tolerant Gaussian elimination
Large latencies over WAN will remain an obstacle to running communication intensive parallel applications on Grid environments. This paper takes one of such applications, Gaussian...
Toshio Endo, Kenjiro Taura
PEPM
2009
ACM
14 years 4 months ago
Program transformation for numerical precision
This article introduces a new program transformation in order to enhance the numerical accuracy of floating-point computations. We consider that a program would return an exact r...
Matthieu Martel