Search results
- 1.0532023 - ÚTIA 2021 CZ cze V - Research Report
Podlesna, Yana - Kárný, Miroslav
Kombinace prediktorů v odhadování parametrů.
[Mixing of Predictors in Parameter Estimation.]
Praha: ÚTIA AV ČR, 2020. 32 s. Research Report, 2385.
R&D Projects: GA MŠMT(CZ) LTC18075
Institutional support: RVO:67985556
Keywords : curse of dimensionality * Bayesian estimation * prediction * Markov decision process * decision making
Subject RIV: BC - Control Systems Theory
http://library.utia.cas.cz/separaty/2020/AS/karny-0532023.pdf
Permanent Link: http://hdl.handle.net/11104/0310636File Download Size Commentary Version Access 0532023.pdf 0 1.4 MB Other open-access - 2.0532021 - ÚTIA 2021 CZ cze V - Research Report
Siváková, Tereza - Kárný, Miroslav
Algoritmický výběr dosažitelných preferencí.
[Algorithmic Selection of Feasible Preferences.]
Praha: ÚTIA AV ČR, 2019. 39 s. Research Report, 2384.
R&D Projects: GA MŠMT(CZ) LTC18075
Institutional support: RVO:67985556
Keywords : decision-making * probabilistic policies * quantification of aims
Subject RIV: BC - Control Systems Theory
http://library.utia.cas.cz/separaty/2020/AS/karny-0532021.pdf
Permanent Link: http://hdl.handle.net/11104/0310634File Download Size Commentary Version Access 0532021.pdf 0 1.3 MB Other open-access - 3.0495875 - ÚTIA 2019 CZ eng V - Research Report
Kárný, Miroslav - Hůla, František
Balancing Exploitation and Exploration via Fully Probabilistic Design of Decision Policies.
Praha: ÚTIA AV ČR, v.v.i, 2018. 13 s. Research Report, 2376.
R&D Projects: GA ČR GA16-09848S; GA ČR(CZ) GA18-15970S
Institutional support: RVO:67985556
Keywords : Exploitation * Exploration * Bayesian estimation * Adaptive systems * Fully probabilistic design * Kullback-Leibler divergence * Decision policy * Markov decision process
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
http://library.utia.cas.cz/separaty/2018/AS/karny-0495875.pdf
Permanent Link: http://hdl.handle.net/11104/0288947File Download Size Commentary Version Access 0495875.pdf 1 515 KB Other open-access - 4.0444191 - ÚTIA 2016 CZ eng V - Research Report
Homolová, Jitka - Kárný, Miroslav
Evaluation of Kullback-Leibler Divergence.
Praha: ÚTIA AV ČR v.v.i, 2015. 14 s. Research Report, 2349.
R&D Projects: GA ČR GA13-13502S
Keywords : Kullback-Leibler divergence * cross-entropy * Bayesian decision making * Bayesian learning and approximation
Subject RIV: BC - Control Systems Theory
http://library.utia.cas.cz/separaty/2015/AS/homolova-0444191.pdf
Permanent Link: http://hdl.handle.net/11104/0247115File Download Size Commentary Version Access 0444191.pdf 0 283.3 KB Other open-access - 5.0444151 - ÚTIA 2016 CZ eng V - Research Report
Kárný, Miroslav
Recursive Estimation of High-Order Markov Chains: Approximation by Finite Mixtures.
ÚTIA AV ČR, v.v.i, 2015. 28 s. Research Report, 2350.
R&D Projects: GA ČR GA13-13502S
Institutional support: RVO:67985556
Keywords : Markov chain * approximate parameter estimation * Bayesian recursive estimation * adaptive systems * Kullback-Leibler divergence * forgetting
Subject RIV: BC - Control Systems Theory
Permanent Link: http://hdl.handle.net/11104/0247113 - 6.0411489 - UTIA-B 20050219 CZ eng V - Research Report
Nedoma, Petr - Kárný, Miroslav - Suzdaleva, Evgenia
Interactive Case Studies in Learning with Normal Probability Mixtures.
Praha: ÚTIA AV ČR, 2005. 99 s. Research Report, 2144.
R&D Projects: GA ČR GA102/03/0049; GA AV ČR IBS1075351
Institutional research plan: CEZ:AV0Z10750506
Keywords : probabilistic mixtures * Bayesian model lerning
Subject RIV: JC - Computer Hardware ; Software
Permanent Link: http://hdl.handle.net/11104/0131569 - 7.0411488 - UTIA-B 20050218 CZ eng V - Research Report
Nedoma, Petr - Kárný, Miroslav - Böhm, Josef - Guy, Tatiana Valentine
Mixtools Interactive User's Guide.
Praha: ÚTIA AV ČR, 2005. 76 s. Research Report, 2143.
R&D Projects: GA ČR GA102/03/0049; GA AV ČR IBS1075351
Institutional research plan: CEZ:AV0Z10750506
Keywords : probabilistic mixtures * Bayesian model lerning
Subject RIV: BC - Control Systems Theory
Permanent Link: http://hdl.handle.net/11104/0131568 - 8.0411416 - UTIA-B 20050146 CZ eng V - Research Report
Kárný, Miroslav - Böhm, Josef
Estimation of Model of Drying Furnace.
Praha: ÚTIA AV ČR, 2005. 6 s. Research Report, 2136.
R&D Projects: GA AV ČR IBS1075351; GA ČR GA102/03/0049
Institutional research plan: CEZ:AV0Z10750506
Keywords : system identification
Subject RIV: BC - Control Systems Theory
Permanent Link: http://hdl.handle.net/11104/0131498 - 9.0411403 - UTIA-B 20050133 CZ eng V - Research Report
Nedoma, Petr - Kárný, Miroslav - Kytka, Roman
Analysis of Financial Market Data.
Praha: ÚTIA AV ČR, 2005. 17 s. Research Report, 2135.
R&D Projects: GA AV ČR IBS1075351; GA MŠMT 1M0572
Institutional research plan: CEZ:AV0Z10750506
Keywords : estimation of marketing
Subject RIV: BC - Control Systems Theory
http://library.utia.cas.cz/prace/20050133.pdf
Permanent Link: http://hdl.handle.net/11104/0131485File Download Size Commentary Version Access 0411403.pdf 0 1.4 MB Other open-access - 10.0411264 - UTIA-B 20030251 CZ eng V - Research Report
He, Li - Kárný, Miroslav
Bayesian Modelling and Estimation of ARMAX Model and Its Finite Mixtures.
Praha: ÚTIA AV ČR, 2003. 108 s. Research Report, 2080.
R&D Projects: GA ČR GA102/03/049; GA AV ČR IBS1075102
Institutional research plan: CEZ:AV0Z1075907
Keywords : Bayesian estimation * ARMAX * finite mixtures
Subject RIV: BB - Applied Statistics, Operational Research
http://library.utia.cas.cz/prace/20030251.pdf
Permanent Link: http://hdl.handle.net/11104/0131349File Download Size Commentary Version Access 0411264.pdf 0 713.4 KB Other open-access