Klebanov, Dr. Ilja

Position:

Staff

Room:

4103

Division:

Mathematics for Life and Materials Sciences

Department:

Modeling and Simulation of Complex Processes

Research group:

Uncertainty Quantification

Mail:

klebanov

zib.de

Phone:

+49 30 841 85 - 321

Fax:

+49 30 841 85 - 107

Personal website:

https://sites.google.com/view/ilja-klebanov/

Projects

Member

Uncertainty Quantification for Bayesian Inverse Problems with Applications to Systems Biology

Empirical Bayes methods in systems medicine

Demand modelling and control for e-commerce using RKHS transfer operator approaches

Publications

2020 2016

2020
Ilja Klebanov, Ingmar Schuster, T. J. Sullivan	A rigorous theory of conditional mean embeddings	SIAM Journal on Mathematics of Data Science, 2(3), pp. 583-606, 2020	BibTeX arXiv DOI
Ilja Klebanov, Alexander Sikorski, Christof Schütte, Susanna Röblitz	Objective priors in the empirical Bayes framework	Scandinavian Jornal of Statistics, 2020	BibTeX DOI
Ilja Klebanov, Björn Sprungk, T. J. Sullivan	The linear conditional expectation in Hilbert space	2020 (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