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ICA
2007
Springer
14 years 1 months ago
Hierarchical ALS Algorithms for Nonnegative Matrix and 3D Tensor Factorization
In the paper we present new Alternating Least Squares (ALS) algorithms for Nonnegative Matrix Factorization (NMF) and their extensions to 3D Nonnegative Tensor Factorization (NTF) ...
Andrzej Cichocki, Rafal Zdunek, Shun-ichi Amari
UPP
2004
Springer
14 years 25 days ago
Programming an Amorphous Computational Medium
Amorphous computing considers the problem of controlling millions of spatially distributed unreliable devices which communicate only with nearby neighbors. To program such a system...
Jacob Beal
SCAM
2008
IEEE
14 years 1 months ago
An Empirical Study of Function Overloading in C++
The usefulness and usability of programming tools (for example, languages, libraries, and frameworks) may greatly impact programmer productivity and software quality. Ideally, the...
Cheng Wang, Daqing Hou
CF
2010
ACM
14 years 17 days ago
ERBIUM: a deterministic, concurrent intermediate representation for portable and scalable performance
Tuning applications for multi-core systems involve subtle concepts and target-dependent optimizations. New languages are being designed to express concurrency and locality without...
Cupertino Miranda, Philippe Dumont, Albert Cohen, ...
SP
2008
IEEE
138views Security Privacy» more  SP 2008»
13 years 7 months ago
A performance tuning methodology with compiler support
We have developed an environment, based upon robust, existing, open source software, for tuning applications written using MPI, OpenMP or both. The goal of this effort, which inte...
Oscar Hernandez, Barbara M. Chapman, Haoqiang Jin