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Institute of Information Theory and Automation
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Department of Stochastic Informatics
Head:
Deputy head:
Secretary:
Mail:
Phone:
266052466
Publications ÚTIA:
list Research in the department is concentrated on following fields of mathematics:
- Stochastic analysis, with emphasis on infinite-dimensional problems and interacting particle systems
- Strictly stationary processes and ergodic theory
- Analysis of statistical data, with focus on multidimensional nonparametric statistics and survival analysis
- Statistical signal processing, in particular blind signal separation problems
Department detail
Duration: 2014
- 2016
We want to conduct some meaningful and fruitful econometric research into multivariate regression quantiles.
Duration: 2012
- 2015
The project is devoted to the study of threshold phenomena: the abrupt and
dramatic change in the properties of a stochastic system once a characteristic
parameter passes a threshold value. General principles and various forms of
threshold phenomena in large stochastic systems are analyzed.
Duration: 2010
- 2014
The project is aimed at investigating qualitative properties of stochastic infinite
dimensional systems (in particular, stochastic partial differential equations) and at research in infinite
dimensional stochastic control theory. More specifically, the following topics will
be emphasized: 1.
Duration: 2009
- 2011
The aim of the project is to develop several aspects of the theory of Gibbs states and phase transitions of lattice models. Gradient lattice models, where the challenge is to understand the case of non-convex potentials, will be studied by means of multiscale analysis and a refinement of cluster expansions.
Duration: 2009
- 2013
The proposed project aims at development of existing methods of blind source separation and blind separation of convolutive mixtures that are important in biomedicine, acoustics and speech processing, and in wireless communications. It will extend previous results of the appplicants in this area.
Duration: 2009
- 2011
Recurrence is one of the key concepts in topological dynamics, ergodic and information theories. Especially, limit distributions of return times in dynamical systems and stationary processes have been intensively studied. This field covers fundamental mathematical theorems as well as important apllications, e.g.
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