21 citations · 191 across the 67 of their papers we have counts for
4 papers · 1 filter
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…
ADTOF: A large dataset of non-synthetic music for automatic drum transcription
Mickael Zehren, Marco Alunno, Paolo Bientinesi
The state-of-the-art methods for drum transcription in the presence of melodic instruments (DTM) are machine learning models trained in a supervised manner, which means that they r…
Performance Comparison for Scientific Computations on the Edge via Relative Performance
Aravind Sankaran, Paolo Bientinesi
In a typical Internet-of-Things setting that involves scientific applications, a target computation can be evaluated in many different ways depending on the split of computations a…
The landscape of software for tensor computations
Christos Psarras, Lars Karlsson, Jiajia Li +1
Tensors (also commonly seen as multi-linear operators or as multi-dimensional arrays) are ubiquitous in scientific computing and in data science, and so are the software efforts fo…