39 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- UiT The Arctic University of NorwayNO44 papers
- KTH Royal Institute of TechnologySE5 papers
- Br. Birkeland (Norway)NO4 papers
- Norwegian Computing CenterNO4 papers
- University of BergenNO4 papers
- Aalto UniversityFI3 papers
- Carnegie Mellon UniversityUS2 papers
- Cornell UniversityUS2 papers
- Ghent UniversityBE2 papers
- Ghent University HospitalBE2 papers
- HOGENT University of Applied Sciences and ArtsBE2 papers
- Karolinska InstitutetSE2 papers
4 papers · 1 filter
Optimizing Data Augmentation through Bayesian Model Selection
Madi Matymov, Ba-Hien Tran, Michael Kampffmeyer +2
Data Augmentation (DA) has become an essential tool to improve robustness and generalization of modern machine learning. However, when deciding on DA strategies it is critical to c…
Approaching adverse event detection utilizing transformers on clinical time-series
Helge Fredriksen, Per Joel Burman, Ashenafi Woldaregay +2
Patients being admitted to a hospital will most often be associated with a certain clinical development during their stay. However, there is always a risk of patients being subject…
Explainability in subgraphs-enhanced Graph Neural Networks
Michele Guerra, Indro Spinelli, Simone Scardapane +1
Recently, subgraphs-enhanced Graph Neural Networks (SGNNs) have been introduced to enhance the expressive power of Graph Neural Networks (GNNs), which was proved to be not higher t…
Measuring Dependence with Matrix-based Entropy Functional
Shujian Yu, Francesco Alesiani, Xi Yu +2
Measuring the dependence of data plays a central role in statistics and machine learning. In this work, we summarize and generalize the main idea of existing information-theoretic…