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SAIG
2000
Springer
13 years 8 months ago
Generating Data Analysis Programs from Statistical Models
Extracting information from data, often also called data analysis, is an important scienti c task. Statistical approaches, which use methods from probability theory and numerical a...
Bernd Fischer 0002, Johann Schumann, Thomas Pressb...
SAIG
2000
Springer
13 years 8 months ago
Code Generators for Automatic Tuning of Numerical Kernels: Experiences with FFTW
Achieving peak performance in important numerical kernels such as dense matrix multiply or sparse-matrix vector multiplication usually requires extensive, machine-dependent tuning ...
Rich Vuduc, James Demmel
SAIG
2000
Springer
13 years 8 months ago
Pragmatic Aspects of Reusable Program Generators
When writing a program generator requires considerable intellectual effort, it is valuable to amortize that effort by using the generator to build more than one application. When ...
Norman Ramsey
SAIG
2000
Springer
13 years 8 months ago
Reasoning about Staged Computation
Frank Pfenning
SAIG
2000
Springer
13 years 8 months ago
On Jones-Optimal Specialization for Strongly Typed Languages
The phrase optimal program specialization" was de ned by Jones et al. in 1993 to capture the idea of a specializer being strong enough to remove entire layers of interpretatio...
Henning Makholm
SAIG
2000
Springer
13 years 8 months ago
Fragmental Specialization
Traditional offline program specialization relies on staging of a computation into two levels, static and dynamic. We present a generalization thereof where the static input data o...
Simon Helsen, Peter Thiemann
SAIG
2000
Springer
13 years 8 months ago
Compiling Embedded Languages
Abstract. Functional languages are particularly well-suited to the implementation of interpreters for domain-specific embedded languages (DSELs). We describe an implemented techniq...
Conal Elliott, Sigbjorn Finne, Oege de Moor
SAIG
2000
Springer
13 years 8 months ago
Multi-Stage Imperative Languages: A Conservative Extension Result
Abstract. This paper extends the recent work [CMT00] on the operational semantics and type system for a core language, called MiniMLBN ref , which exploits the notion of closed typ...
Cristiano Calcagno, Eugenio Moggi