Non-negative Tensor Factorization with missing data for the modeling of gene expressions in the Human Brain. - Søren Føns Vind Nielsen; Morten Mørup (MLSP, 2014)

Variational group-PCA for intrinsic dimensionality determination in fMRI data. - Jesper Løve Hinrich; Søren Føns Vind Nielsen; Kristoffer Hougaard Madsen; Morten Mørup (PRNI, 2016)

Scalable group level probabilistic sparse factor analysis. - Jesper Løve Hinrich; Søren Føns Vind Nielsen; Nicolai André Brogaard Riis; Casper T. Eriksen; Jacob Frosig; Marco D. F. Kristensen; Mikkel N. Schmidt; Kristoffer Hougaard Madsen; Morten Mørup (ICASSP, 2017)

Modeling dynamic functional connectivity using a wishart mixture model. - Søren Føns Vind Nielsen; Kristoffer Hougaard Madsen; Mikkel N. Schmidt; Morten Mørup (PRNI, 2017)

Evaluating Models of Dynamic Functional Connectivity Using Predictive Classification Accuracy. - Søren Føns Vind Nielsen; Yuri Levin-Schwartz; Diego Vidaurre; Tülay Adali; Vince D. Calhoun; Kristoffer Hougaard Madsen; Lars Kai Hansen; Morten Mørup (ICASSP, 2018)

Variational Bayesian Partially observed non-Negative Tensor Factorization. - Jesper Løve Hinrich; Søren Føns Vind Nielsen; Kristoffer Hougaard Madsen; Morten Mørup (MLSP, 2018)

Testing group differences in state transition structure of dynamic functional connectivity models. - Søren Føns Vind Nielsen; Diego Vidaurre; Kristoffer Hougaard Madsen; Mikkel N. Schmidt; Morten Mørup (PRNI, 2018)

Predictive assessment of models for dynamic functional connectivity. - Søren Føns Vind Nielsen; Mikkel N. Schmidt; Kristoffer Henriksen; Morten Mørup (NeuroImage, 2018)

Modeling Temporal Dynamics in Functional Brain Connectivity. - Søren Føns Vind Nielsen (2018)

Temporally intermittent communities in brain fMRI correlation networks. - Ulf Aslak; Søren Føns Vind Nielsen; Morten Mørup; Sune Lehmann (Appl. Netw. Sci., 2019)

Probabilistic PARAFAC2. - Philip J. H. Jørgensen; Søren Føns Vind Nielsen; Jesper Løve Hinrich; Mikkel N. Schmidt; Kristoffer H. Madsen; Morten Mørup (Entropy, 2024)

Knowing When to Quit: Probabilistic Early Exits for Speech Separation. - Kenny Falkær Olsen; Mads Østergaard; Karl Ulbæk; Søren Føns Vind Nielsen; Rasmus Malik Høegh Lindrup; Bjørn Sand Jensen; Morten Mørup (CoRR, 2025)