Søren Føns Vind Nielsen

Søren Føns Vind Nielsen

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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Publications
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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 (ISBN: 9781509041169), pages: 6314-6318, 2017, IEEE,
Presented at:
19th International Conference on Acoustics, Speech and Signal Processing, 2017, Kyoto

Type: Article in proceedings (Peer reviewed)

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

  PDF

Modeling dynamic functional connectivity using a wishart mixture model

Nielsen, Søren Føns Vind ; Madsen, Kristoffer Hougaard ; Schmidt, Mikkel Nørgaard ; Mørup, Morten
part of: Proceedings of the 2017 International Workshop on Pattern Recognition in Neuroimaging (ISBN: 978-1-5386-3159-1), pages: 1-4, 2017, IEEE,
Presented at:
2017 International Workshop on Pattern Recognition in Neuroimaging, 2017, Toronto

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2017     |    DOI: http://dx.doi.org/10.1109/PRNI.2017.7981505

2016
 

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) (ISBN: 978‐1‐4673‐6530‐7), 2016, IEEE,
Presented at:
6th International Workshop on Pattern Recognition in Neuroimaging, 2016, Trento

Type: Article in proceedings (Peer reviewed)

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

2015
  PDF

Nonparametric modeling of dynamic functional connectivity in fmri data

Nielsen, Søren Føns Vind ; Madsen, Kristoffer H. ; Røge, Rasmus ; Schmidt, Mikkel Nørgaard ; Mørup, Morten
part of: Proceedings of the 5th NIPS Workshop on Machine Learning and Interpretation in Neuroimaging (MLINI 2015), 2015,
Presented at:
5th NIPS Workshop on Machine Learning and Interpretation in Neuroimaging (MLINI 2015), 2015, Montreal, Quebec

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2015

2014
  PDF

Non-negative Tensor Factorization with missing data for the modeling of gene expressions in the Human Brain

Nielsen, Søren Føns Vind ; Mørup, Morten
part of: Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2014 ) (ISBN: 978-1-4799-3694-6), 2014, IEEE,
Presented at:
24th IEEE International Workshop on Machine Learning for Signal Processing, 2014, Reims

Type: Article in proceedings (Peer reviewed)

Status: Published     |    Year: 2014     |    DOI: http://dx.doi.org/10.1109/MLSP.2014.6958919