Søren Føns Vind Nielsen

PhD Student @ Cognitive Systems, DTU Compute

Conference Papers

Hinrich, J. L., Nielsen, S. F. V., et. al. (2017, March). Scalable Group Level Probabilistic Sparse Factor Analysis. In Acoustics, Speech and Signal Processing (ICASSP), 2017 IEEE International Conference on. IEEE.

Hinrich, J. L., Nielsen, S. F. V., Madsen, K. H., & Morup, M. (2016, June). Variational group-PCA for intrinsic dimensionality determination in fMRI data. In Pattern Recognition in Neuroimaging (PRNI), 2016 International Workshop on (pp. 1-4). IEEE. IEEE Xplore

Nielsen, Søren Føns Vind, Kristoffer H. Madsen, Rasmus Røge, Mikkel N. Schmidt, and Morten Mørup. "Nonparametric Modeling of Dynamic Functional Connectivity in fMRI Data." In Machine Learning and Interpretation in Neuroimaging, Neural Information Processing Systems, 2015. arXiv

Nielsen, Søren Føns Vind, and Morten Mørup. "Non-negative Tensor Factorization with missing data for the modeling of gene expressions in the Human Brain." In Machine Learning for Signal Processing (MLSP), 2014 IEEE International Workshop on Machine Learning for Signal Processing, pp. 1-6. IEEE, 2014. IEEE Xplore