Sokoloski, S. : Implementing Bayesian inference with neural networks. Dissertation, Univeristät Leipzig, 2018Bibtex

Ghazi-Zahedi, K. : Morphological intelligence : information-theoretic quantifications of the morphological contribution to intelligence. Habilitation, Univeristät Leipzig, 2018Bibtex

Campbell-Borges, Y. C. : Large deviation results for likelihood ratios and hypothesis testing on quantum spin chains. Dissertation, Universität Leipzig, 2017Bibtex

Bernigau, H. : Causal models over infinite graphs and their application to the sensorimotor loop : general stochastic aspects and gradient methods for optimal control. Dissertation, Universität Leipzig, 2015Bibtex[FREELINK]

Montúfar, G. : On the expressive power of discrete mixture models, restricted Boltzmann machines, and deep belief networks - a unified mathematical treatment. Dissertation, Universität Leipzig, 2012Bibtex[FREELINK]

Rauh, J. : Finding the maximizers of the information divergence from an exponential family. Dissertation, Universität Leipzig, 2011Bibtex[FREELINK]

Löhr, W. : Models of discrete-time stochastic processes and associated complexity measures. Dissertation, Universität Leipzig, 2010Bibtex[FREELINK]

Kahle, T. : On boundaries of statistical models. Dissertation, Universität Leipzig, 2010Bibtex[FREELINK]

Ghazi-Zahedi, K. : Self-regulating neurons : a model for synaptic plasticity in artificial recurrent neural networks. Dissertation, Universität Osnabrück, 2009Bibtex[FREELINK]