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Home  |  Members  |  Klebanov, Dr. Ilja

Klebanov, Dr. Ilja

Position: 
Guest
Room: 
4103
Division: 
Mathematics for Life and Materials Sciences
Department: 
Modeling and Simulation of Complex Processes
Research group: 
Uncertainty Quantification
Mail: 
klebanovzib.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
  • Research
    • Solutions for Individualized Medicine
    • Molecular and Biological Processes
    • Materials and Optical Processes
    • Combinatorics and MINLP
    • MSO for Multiscale Systems
    • Robust Solutions under Uncertainty
    • Digital Humanities
    • Efficient Infrastructure and Logistics
    • Large-Scale Data Management, Curation & Analysis
    • Highly Parallel Computing
    • Scalable and Fault-Tolerant Algorithms
    • Publications
    • Books
    • Features
  • Institute
    • Research Campus MODAL
    • Intel IPCC Research Center
    • Joint Lab Optics
    • Oracle Center of Excellence
    • Organization
    • Organizational Chart
    • Committees and Regulations
    • Spin-Offs
    • Konrad Zuse
    • Hall of Fame
  • Research Services
    • NHR Center at ZIB
    • Supercomputing
    • Data Archive
    • KOBV
    • BRAIN
    • Software
    • Room Reservation
    • Library
  • Members
  • Training & Outreach
    • Graduate Students
    • Scholarships
    • Lectures
    • Trainee Openings
    • Schools
    • Press
    • Public Events
    • Guided Tours
    • Alumni
    • Topics for theses
  • Contact