Basic Publications
Basic publications of AS Department related to Bayesian theory are:
- Bayesian approach to system identification by V. Peterka
- Recursive Nonlinear Estimation. A Geometric Approach, Springer (London 1996) by R. Kulhavý
- Dealing with Complexity. A Neural Networks Approach, Springer, (Berlin 1997) by M. Kárný, K. Warwick K., V. Kůrková
- Digital Self-tuning Controllers by V. Bobál, J. Böhm, J. Macháček, J. Fessl
- Optimized Bayesian Dynamic Advising: Theory and Algorithms by M. Kárný et al.
- The Variational Bayes Method in Signal Processing by V. Šmídl and A. Quinn
- Decision Making with Imperfect Decision Makers, by T.V. Guy, M. Kárný, D.H. Wolpert, Springer, 2012.
Historical papers
Scanned versions of documents that are hard to find but well worth reading.
Presentations
Presentations in *.ppt and *.pdf formats from AS seminars, CSKI seminars and other events.
Academic Papers of the Department
Personal publications of members of the department can be found on their personal webpages.