Sikorski, Alexander

Position:

Staff

Room:

4033

Division:

Mathematics for Life and Materials Sciences

Department:

Modeling and Simulation of Complex Processes

Research group:

Computational Molecular Design

Mail:

sikorski

zib.de

Phone:

+49 30 84185 - 199

Fax:

+49 30 84185 - 125

Projects

Member

Uncertainty Quantification for Bayesian Inverse Problems with Applications to Systems Biology

Empirical Bayes methods in systems medicine

Publications

2018 2017 2016 2015

2018
Konstantin Fackeldey, Alexander Sikorski, Marcus Weber	Spectral Clustering for Non-Reversible Markov Chains	Computational and Applied Mathematics, 37(5), pp. 6376-6391, 2018 (preprint available as ZIB-Report 18-48)	PDF (ZIB-Report) BibTeX DOI
2017
Alexander Sikorski	An Information-Theoretic Empirical Bayes Method and its Application to a Systems Biology Model	Master's thesis, Freie Universität Berlin, Susanna Röblitz (Advisor), 2017	BibTeX
Ilja Klebanov, Alexander Sikorski, Christof Schütte, Susanna Röblitz	Objective priors in the empirical Bayes framework	2017 (under review)	BibTeX arXiv
2016
Ilja Klebanov, Alexander Sikorski, Christof Schütte, Susanna Röblitz	Empirical Bayes Methods for Prior Estimation in Systems Medicine	ZIB-Report 16-57	PDF BibTeX URN arXiv
Ilja Klebanov, Alexander Sikorski, Christof Schütte, Susanna Röblitz	Empirical Bayes Methods, Reference Priors, Cross Entropy and the EM Algorithm	ZIB-Report 16-56	PDF BibTeX URN
Ilja Klebanov, Alexander Sikorski, Christof Schütte, Susanna Röblitz	Prior estimation and Bayesian inference from large cohort data sets	ZIB-Report 16-09	PDF PDF BibTeX URN
2015
Alexander Sikorski	PCCA+ and Its Application to Spatial Time Series Clustering	Bachelor's thesis, Freie Universität Berlin, Marcus Weber (Advisor), 2015	BibTeX