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IJCNN
2006
IEEE
14 years 4 months ago
Model Selection via Bilevel Optimization
— A key step in many statistical learning methods used in machine learning involves solving a convex optimization problem containing one or more hyper-parameters that must be sel...
Kristin P. Bennett, Jing Hu, Xiaoyun Ji, Gautam Ku...
ICS
2000
Tsinghua U.
14 years 1 months ago
Automatic loop transformations and parallelization for Java
From a software engineering perspective, the Java programming language provides an attractive platform for writing numerically intensive applications. A major drawback hampering i...
Pedro V. Artigas, Manish Gupta, Samuel P. Midkiff,...
GECCO
2005
Springer
175views Optimization» more  GECCO 2005»
14 years 3 months ago
An approach for QoS-aware service composition based on genetic algorithms
Web services are rapidly changing the landscape of software engineering. One of the most interesting challenges introduced by web services is represented by Quality Of Service (Qo...
Gerardo Canfora, Massimiliano Di Penta, Raffaele E...
LCPC
2009
Springer
14 years 2 months ago
Enforcing Textual Alignment of Collectives Using Dynamic Checks
Abstract. Many parallel programs are written in a single-program, multipledata (SPMD) style, in which synchronization is provided using collective operations that all threads execu...
Amir Kamil, Katherine A. Yelick
AMAST
2008
Springer
14 years 11 days ago
System Demonstration of Spiral: Generator for High-Performance Linear Transform Libraries
We demonstrate Spiral, a domain-specific library generation system. Spiral generates high performance source code for linear transforms (such as the discrete Fourier transform and ...
Yevgen Voronenko, Franz Franchetti, Fréd&ea...