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» Analysis and Optimization of CHR Programs
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JMLR
2012
11 years 11 months ago
Random Search for Hyper-Parameter Optimization
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
James Bergstra, Yoshua Bengio
ECOOP
2000
Springer
14 years 29 days ago
Empirical Study of Object-Layout Strategies and Optimization Techniques
Althoughthereisalargebodyofresearchonthetimeoverheadofobject oriented programs, there is little work on memory overhead. This paper takes an empirical approach to the study of this...
Natalie Eckel, Joseph Gil
ISORC
2006
IEEE
14 years 2 months ago
JAAT: Java Alias Analysis Tool for Program Maintenance Activities
Alias analysis is a method for extracting sets of expressions which may possibly refer to the same memory locations during program execution. Although many researchers have alread...
Fumiaki Ohata, Katsuro Inoue
POS
2000
Springer
14 years 5 days ago
A Framework for Persistence-Enabled Optimization of Java Object Stores
Abstract. Aggressive optimization of programs often relies on analysis and transformation that cuts across the natural abstraction boundaries of the source programming language, su...
David Whitlock, Antony L. Hosking
IPPS
2008
IEEE
14 years 3 months ago
Parallel performance wizard: A performance analysis tool for partitioned global-address-space programming
Given the complexity of parallel programs, developers often must rely on performance analysis tools to help them improve the performance of their code. While many tools support th...
Hung-Hsun Su, Max Billingsley, Alan D. George