Publications

Major Publications (all were peer reviewed)

  • Talata, Zs. (2013). Divergence Rates of Markov Order Estimators and Their Application to Statistical Estimation of Stationary Ergodic Processes. Bernoulli Journal, 19(3), 846-885. pdf
  • Rennerfeldt, D. A., Renth, A. N., Talata, Zs., Gehrke, S. H., & Detamore, M. S. (2013). Tuning Mechanical Performance of Poly(Ethylene Glycol) and Agarose Interpenetrating Network Hydrogels for Cartilage Tissue Engineering. Biomaterials, 34, 8241-8257. pdf
  • Houdré, C., & Talata, Zs. (2012). On the Rate of Approximation in Finite-Alphabet Longest Increasing Subsequence Problems. Annals of Applied Probability, 22(6), 2539-2559. pdf
  • Talata, Zs. (2012). Penalized Maximum Likelihood Methods for Finite Memory Estimators of Infinite Memory Processes. In 2012 IEEE International Symposium on Information Theory, 880-884.
  • Talata, Zs. & Duncan, T. E. (2011). BIC Context Tree Estimation for Stationary Ergodic Processes. IEEE Transactions on Information Theory, 57(6), 3877-3886. pdf
  • Talata, Zs. (2010). Divergence of Information-Criterion Based Markov Order Estimators for Infinite Memory Processes. In 2010 IEEE International Symposium on Information Theory, 1378-1382.
  • Csiszár, I., & Talata, Zs. (2010). On Convergence Rates of Finite Memory Estimators of Infinite Memory Processes. In 2010 IEEE Information Theory Workshop, 282-285.
  • Csiszár, I., & Talata, Zs. (2010). On Rate of Convergence of Statistical Estimation of Stationary Ergodic Processes. IEEE Transactions on Information Theory, 56(8), 3637-3641. pdf
  • Csiszár, I., & Talata, Zs. (2010). Finite Memory Estimation of Infinite Memory Processes. In Proceedings of the 19th International Symposium on Mathematical Theory of Networks and Systems, Budapest, Hungary, 35-37.
  • Talata, Zs. & Duncan, T. E. (2009). Unrestricted BIC Context Tree Estimation for Not Necessarily Finite Memory Processes. In 2009 IEEE International Symposium on Information Theory, 724-728.
  • Csiszár, I., & Talata, Zs. (2006). Consistent Estimation of the Basic Neighborhood of Markov Random Fields. The Annals of Statistics, 34(1), 123-145. pdf
  • Csiszár, I., & Talata, Zs. (2006). Context Tree Estimation for Not Necessarily Finite Memory Processes, via BIC and MDL. IEEE Transactions on Information Theory, 52(3), 1007-1016. pdf
  • Csiszár, I., & Talata, Zs. (2005). Context Tree Estimation for Not Necessarily Finite Memory Processes, via BIC and MDL. In 2005 IEEE International Symposium on Information Theory, 755-759.
  • Talata, Zs. (2005). Model Selection via Information Criteria. Periodica Mathematica Hungarica, 51(1), 99-117. pdf
  • Csiszár, I., & Talata, Zs. (2004). Consistent Estimation of the Basic Neighborhood of Markov Random Fields. In 2004 IEEE International Symposium on Information Theory, 167.
  • Pataki, B., Horváth, G., Strausz, G., & Talata, Zs. (2000). Inverse Neural Modeling of a Linz-Donawitz Steel Converter. Elektrotechnik und Informationstechnik, 117(1), 13-17.


Other Publications

  • Talata, Zs. (2014). On Estimation of Basic Neighborhoods of Markov Random Fields. In 2014 Joint Statistical Meetings Proceedings, IMS Section, 7pp. In Press. Alexandria, VA: American Statistical Association.
  • Talata, Zs. (2013). On Finite Memory Estimation of Stationary Ergodic Processes. In 29th European Meeting of Statisticians, 294. European Regional Committee of the Bernoulli Society.
  • Talata, Zs. (2012). Penalized Maximum Likelihood Methods in Process Estimation. In 2012 Joint Statistical Meetings Proceedings, IMS Section, 1454-1461. Alexandria, VA: American Statistical Association.
  • Talata, Zs. (2011). Asymptotics of Markov Order Estimators for Infinite Memory Processes. In 2011 Joint Statistical Meetings Proceedings, IMS Section, 4110-4119. Alexandria, VA: American Statistical Association.
  • Csiszár, I., & Talata, Zs. (2010). Finite Memory Estimation of Infinite Memory Processes. In 2010 Joint Statistical Meetings Proceedings, Section on Nonparametric Statistics, 759-766. Alexandria, VA: American Statistical Association.
  • Talata, Zs. & Duncan, T. E. (2009). Context Tree Estimation for Ergodic Processes. In 2009 Joint Statistical Meetings Proceedings, IMS Section, 5473-5482. Alexandria, VA: American Statistical Association.
  • Talata, Zs. (2005). Model Selection via Information Criteria for Tree Models and Markov Random Fields. Ph.D. Thesis, Budapest, Hungary: Department of Stochastics, Budapest University of Technology and Economics. viii+73pp.
  • Talata, Zs. (2000). Order Estimation of Dynamic Neural Networks. In Seniors' Conference 2000, Faculty of Electrical Engineering and Informatics, Budapest University of Technology and Economics, Budapest, Hungary, 190-195.
  • Talata, Zs. (1999). Structure and Order Estimation of Neural Network Models of Nonlinear Dynamic Systems. In 24th Students' Scientic National Conference (OTDK), Informatics Section, Faculty of Electrical Engineering and Informatics, Budapest University of Technology and Economics, Budapest, Hungary, 3.3.
  • Talata, Zs. (1998). Structure and Order Estimation of Neural Network Models of Nonlinear Dynamic Systems. In 1998 Students' Scientic Conference (TDK), Faculty of Electrical Engineering and Informatics, Budapest University of Technology and Economics, Budapest, Hungary, 52.