27 citations
- University of CopenhagenDK3 papers
- Boğaziçi UniversityTR2 papers
- Copenhagen Business SchoolDK2 papers
- Copenhagen Prospective Studies on Asthma in ChildhoodDK1 paper
- Dalian Medical UniversityCN1 paper
- Dansk SprognævnDK1 paper
- First Affiliated Hospital of Dalian Medical UniversityCN1 paper
- Gentofte HospitalDK1 paper
- Simula Metropolitan Center for Digital EngineeringNO1 paper
- Technical University of DenmarkDK1 paper
5 papers
PARAFAC2-based Coupled Matrix and Tensor Factorizations with Constraints
Carla Schenker, Xiulin Wang, David Horner +2
Data fusion models based on Coupled Matrix and Tensor Factorizations (CMTF) have been effective tools for joint analysis of data from multiple sources. While the vast majority of C…
CORE-BEHRT: A Carefully Optimized and Rigorously Evaluated BEHRT
Mikkel Odgaard, Kiril Vadimovic Klein, Sanne Møller Thysen +3
The widespread adoption of Electronic Health Records (EHR) has significantly increased the amount of available healthcare data. This has allowed models inspired by Natural Language…
Probabilistic Block Term Decomposition for the Modelling of Higher-Order Arrays
Jesper Løve Hinrich, Morten Mørup
Tensors are ubiquitous in science and engineering and tensor factorization approaches have become important tools for the characterization of higher order structure. Factorizations…
Variational Inference For Probabilistic Latent Tensor Factorization with KL Divergence
Beyza Ermis, Y. Kenan Yılmaz, A. Taylan Cemgil +1
Probabilistic Latent Tensor Factorization (PLTF) is a recently proposed probabilistic framework for modelling multi-way data. Not only the common tensor factorization models but al…
Link Prediction via Generalized Coupled Tensor Factorisation
Beyza Ermiş, Evrim Acar, A. Taylan Cemgil
This study deals with the missing link prediction problem: the problem of predicting the existence of missing connections between entities of interest. We address link prediction u…