Theses
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]