2 citations · 3 across the 3 of their papers we have counts for
4 papers
Program Generation for Linear Algebra Using Multiple Layers of DSLs
Daniele G. Spampinato, Diego Fabregat-Traver, Markus Püschel +1
Numerical software in computational science and engineering often relies on highly-optimized building blocks from libraries such as BLAS and LAPACK, and while such libraries provid…
Program Generation for Small-Scale Linear Algebra Applications
Daniele G. Spampinato, Diego Fabregat-Traver, Paolo Bientinesi +1
We present SLinGen, a program generation system for linear algebra. The input to SLinGen is an application expressed mathematically in a linear-algebra-inspired language (LA) that…
Large-scale linear regression: Development of high-performance routines
Alvaro Frank, Diego Fabregat-Traver, Paolo Bientinesi
In statistics, series of ordinary least squares problems (OLS) are used to study the linear correlation among sets of variables of interest; in many studies, the number of such var…
High-throughput Genome-wide Association Analysis for Single and Multiple Phenotypes
Diego Fabregat-Traver, Yurii S. Aulchenko, Paolo Bientinesi
The variance component tests used in genomewide association studies of thousands of individuals become computationally exhaustive when multiple traits are analysed in the context o…