Publications

2015 in
München, Technische Universität, Fakultät für Mathematik, Diss., 2015, 176 S.

Illner, K.

Probabilistic blind source separation for data with network structures.
2015 in
München, Ludwig-Maximilians-Universität & Technische Universität, Bioinformatik, Master-Thesis, 2015, 97 S.

Dirmeier, S.

Network regression with applications to systems medicine.
EMBO Rep. 16, 836-850 (2015)

Sadic, D. ; Schmidt, K. ; Groh, S. ; Kondofersky, I. ; Ellwart, J.W. ; Fuchs, C. ; Theis, F.J. ; Schotta, G.

Atrx promotes heterochromatin formation at retrotransposons.
PLoS ONE 10:e0126125 (2015)

Kaufmann, S. ; Fuchs, C. ; Gonik, M. ; Khrameeva, E.E. ; Mironov, A.A. ; Frishman, D.

Inter-chromosomal contact networks provide insights into mammalian chromatin organization.
IET Syst. Biol. 9, 193-203 (2015)

Kondofersky, I. ; Fuchs, C. ; Theis, F.J.

Identifying latent dynamic components in biological systems.
2015 in
München, Technische Universität, Fakultät für Mathematik, Diss., 2015, 212 S.

Hug, S.

From low-dimensional model selection to high-dimensional inference: tailoring Bayesian methods to biological dynamical systems.
Stat. Comp. 26, 663-677 (2015)

Hug, S. ; Schwarzfischer, M. ; Hasenauer, J. ; Marr, C. ; Theis, F.J.

An adaptive scheduling scheme for calculating Bayes factors with thermodynamic integration using Simpson’s rule.
Signal Process. 113, 95-103 (2015)

Illner, K. ; Miettinen, J. ; Fuchs, C. ; Taskinen, S. ; Nordhausen, K. ; Oja, H. ; Theis, F.J.

Model selection using limiting distributions of second-order blind source separation algorithms.