Jesper Løve Hinrich

Jesper Løve Hinrich

PhD student

DTU COMPUTE
Department of Applied Mathematics and Computer Science

Technical University of Denmark

Richard Petersens Plads

Building 321, room 112

2800 Kgs. Lyngby

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2018
 

Probabilistic sparse non-negative matrix factorization

Hinrich, Jesper Løve ; Mørup, Morten
part of: Latent Variable Analysis and Signal Separation, pages: 488-498, 2018
Presented at:
14th International Conference on Latent Variable Analysis and Signal Separation

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1007/978-3-319-93764-9_45

 

Variational bayesian partially observed non-negative tensor factorization

Hinrich, Jesper Løve ; Nielsen, Søren Føns Vind ; Madsen, Kristoffer Hougaard ; Mørup, Morten
part of: Proceedings of 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing, pages: 1-6, 2018, IEEE
Presented at:
2018 IEEE International Workshop on Machine Learning for Signal Processing

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2018     |    DOI: https://doi.org/10.1109/MLSP.2018.8516924

2017
 

Scalable group level probabilistic sparse factor analysis

Hinrich, Jesper Løve ; Nielsen, Søren Føns Vind ; Riis, Nicolai Andre Brogaard ; Eriksen, Casper ; Frøsig, Jacob ; Kristensen, Marco D. F. ; Schmidt, Mikkel Nørgaard ; Madsen, Kristoffer Hougaard ; Mørup, Morten
part of: Proceedings of 2017 IEEE International Conference on Acoustics, Speech and Signal Processing, pages: 6314-6318, 2017, IEEE
Presented at:
42nd IEEE International Conference on Acoustics, Speech and Signal Processing

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: https://doi.org/10.1109/ICASSP.2017.7953371

 

Sparse Probabilistic Parallel Factor Analysis for the Modeling of PET and Task-fMRI Data

Beliveau, Vincent ; Papoutsakis, Georgios ; Hinrich, Jesper Løve ; Mørup, Morten
part of: Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging, pages: 186-198, 2017, Springer
Presented at:
19th International Conference on Medical Image Computing and Computer Assisted Intervention

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: https://doi.org/10.1007/978-3-319-61188-4_17

2016
 

Archetypal Analysis for Modeling Multisubject fMRI Data

Hinrich, Jesper Løve ; Bardenfleth, Sophia Elizabeth ; Røge, Rasmus ; Churchill, Nathan William ; Madsen, Kristoffer Hougaard ; Mørup, Morten
in: I E E E Journal on Selected Topics in Signal Processing, vol: 10, issue: 7, pages: 1160-1171

Type: Journal article (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: https://doi.org/10.1109/JSTSP.2016.2595103

 

Variational group-PCA for intrinsic dimensionality determination in fMRI data

Hinrich, Jesper Løve ; Nielsen, Søren Føns Vind ; Madsen, Kristoffer Hougaard ; Mørup, Morten
part of: Proceedings of the 6th International Workshop on Pattern Recognition in Neuroimaging (PRNI 2016), 2016, IEEE
Presented at:
6th International Workshop on Pattern Recognition in Neuroimaging

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2016     |    DOI: https://doi.org/10.1109/PRNI.2016.7552357