6 citations · 18 across the 14 of their papers we have counts for
14 papers
Analyzing and reducing the synthetic-to-real transfer gap in Music Information Retrieval: the task of automatic drum transcription
Mickaël Zehren, Marco Alunno, Paolo Bientinesi
Automatic drum transcription is a critical tool in Music Information Retrieval for extracting and analyzing the rhythm of a music track, but it is limited by the size of the datase…
MOM: Matrix Operations in MLIR
Lorenzo Chelini, Henrik Barthels, Paolo Bientinesi +3
Modern research in code generators for dense linear algebra computations has shown the ability to produce optimized code with a performance which compares and often exceeds the one…
FLOPs as a Discriminant for Dense Linear Algebra Algorithms
Francisco López, Lars Karlsson, Paolo Bientinesi
Expressions that involve matrices and vectors, known as linear algebra expressions, are commonly evaluated through a sequence of invocations to highly optimised kernels provided in…
Accelerating jackknife resampling for the Canonical Polyadic Decomposition
Christos Psarras, Lars Karlsson, Rasmus Bro +1
The Canonical Polyadic (CP) tensor decomposition is frequently used as a model in applications in a variety of different fields. Using jackknife resampling to estimate parameter un…
A Scalable, Linear-Time Dynamic Cutoff Algorithm for Molecular Dynamics
Paul Springer, Ahmed E. Ismail, Paolo Bientinesi
Recent results on supercomputers show that beyond 65K cores, the efficiency of molecular dynamics simulations of interfacial systems decreases significantly. In this paper, we intr…
The Matrix Chain Algorithm to Compile Linear Algebra Expressions
Henrik Barthels, Paolo Bientinesi
The matrix chain problem consists in finding the parenthesization of a matrix product that minimizes the number of scalar operations. In practical applica…