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 MŠk(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/11104/0310636
- 2.0505027 - ÚI 2020 GB eng J - Journal Article
Hlaváčková-Schindler, Kateřina - Sanguineti, M.
Bounds on the complexity of neural-network models and comparison with linear methods.
International Journal of Adaptive Control and Signal Processing. Roč. 17, č. 2 (2003), s. 179-194. ISSN 0890-6327. E-ISSN 1099-1115
Keywords : adaptive-control * system-identification * approximation * rates * non-linear models * polynomially bounded complexity * curse of dimensionality * neural networks
Impact factor: 0.602, year: 2003
Permanent Link: http://hdl.handle.net/11104/0296550
- 3.0405174 - UIVT-O 20030145 CZ eng V - Research Report
Jiřina, Marcel
Probability Density Estimation Classifier Based on Sample Distances.
Prague: CTU + ICS AS CR, 2003. 10 s. Technical Report, V-902.
R&D Projects: GA MŠk LN00B096
Keywords : Bayes ratio estimation * curse of dimensionality * multivariate data * classification * classification speed * nearest neighbor
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0125372
File Download Size Commentary Version Access v902-03.pdf 9 326.9 KB Other open-access - 4.0405002 - UIVT-O 20030185 CZ eng V - Research Report
Kůrková, Věra - Sanguineti, M.
Error Estimates for Approximate Optimization by the Extended Ritz Method.
Prague: ICS AS CR, 2002. 17 s. Technical Report, V-882.
R&D Projects: GA ČR GA201/02/0428
Grant - others: IT-CZ Area MC6(XX) Project 22
Institutional research plan: AV0Z1030915
Keywords : approximate optimization * extended Ritz method * rates of convergence of approximate infima and argminima * high-dimensional optimization problems * curse of dimensionality * convex best approximation * learning from data
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0125222
File Download Size Commentary Version Access v882-02.pdf 12 220.6 KB Other open-access - 5.0405000 - UIVT-O 330100 RIV US eng J - Journal Article
Kůrková, Věra - Sanguineti, M.
Error Estimates for Approximate Optimization by the Extended Ritz Method.
[Odhady chyb při přibližné optimalizaci rozšířenou Ritzovou metodou.]
SIAM Journal on Optimization. Roč. 15, č. 2 (2005), s. 461-487. ISSN 1052-6234. E-ISSN 1095-7189
R&D Projects: GA ČR GA201/02/0428
Institutional research plan: CEZ:AV0Z10300504
Keywords : functional optimization * rates of convergence of suboptimal solutions * (extended) Ritz method * curse of dimensionality * convex best approximation problems * learning from data by kernel methods
Subject RIV: BA - General Mathematics
Impact factor: 1.238, year: 2005
Permanent Link: http://hdl.handle.net/11104/0125220
File Download Size Commentary Version Access 0405000.pdf 2 1.3 MB Author´s preprint open-access - 6.0404796 - UIVT-O 20020083 CZ eng V - Research Report
Jiřina, Marcel
All Training Samples Density Estimation Classifier.
Prague: CTU + ICS AS CR, 2002. 8 s. Technical Report, V-881.
R&D Projects: GA MŠk LN00B096
Keywords : Bayes ratio estimation * curse of dimensionality * multivariate data * classification quality
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0125029
File Download Size Commentary Version Access v881-02.pdf 12 109 KB Other open-access - 7.0404713 - UIVT-O 20020064 CZ eng V - Research Report
Kůrková, Věra - Sanguineti, M.
Tight Bounds on Rates of Variable-Basis Approximation via Estimates of Covering Numbers.
Prague: ICS AS CR, 2001. 12 s. Technical Report, V-865.
R&D Projects: GA ČR GA201/99/0092
Grant - others: NATO(XE) PST.CLG.976870
Institutional research plan: AV0Z1030915
Keywords : high-dimensional optimization * curse of dimensionality * rates of approximation * covering numbers * distributed computing * neural networks
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0124952
File Download Size Commentary Version Access v865-02.pdf 13 327 KB Other open-access - 8.0404712 - UIVT-O 20020063 CZ eng V - Research Report
Kainen, P.C. - Kůrková, Věra - Sanguineti, M.
Minimization of Error Functionals over Variable-Basis Functions.
Prague: ICS AS CR, 2002. 17 s. Technical Report, V-864.
R&D Projects: GA ČR GA201/00/1482
Institutional research plan: AV0Z1030915
Keywords : error functionals * approximate optimalization * generalized Tychonov well-posedness * rate of decrease of intima * complexity of admissible functions * curse of dimensionality * neural networks
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0124951
File Download Size Commentary Version Access v864-02.pdf 12 350.1 KB Other open-access - 9.0404549 - UIVT-O 20010168 RIV US eng C - Conference Paper (international conference)
Kůrková, Věra - Sanguineti, M.
Dimension-Independent Approximation by Neural Networks: How Can we Cope With the Curse of Dimensionality?
Nonlinear Problems in Aviation and Aerospace. Vol. 1. Cambridge: European Conference Publications, 2000 - (Sivasundaram, S.), s. 355-364
[ICNPAA International Conference /3./. Daytona Beach (US), 10.05.2000-12.05.2000]
R&D Projects: GA ČR GA201/99/0092; GA ČR GA201/00/1489
Institutional research plan: AV0Z1030915
Keywords : curse of dimensionality * dimension-independent approximation * linear and nonlinear approximation * complexity neural networks
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0124798
- 10.0403860 - UIVT-O 20000039 RIV FR eng C - Conference Paper (international conference)
Kůrková, Věra - Sanguineti, M.
Some Comparisons of the Worst-Case Errors in Linear and Neural Network Approximation.
Proceedings CD of the Fourteenth International Symposium of Mathematical Theory of Networks and Systems. Perpignan: Université de Perpignan, 2000, nestr.
[MTNS'2000. International Symposium of Mathematical Theory of Networks and Systems /14./. Perpignan (FR), 19.06.2000-23.06.2000]
R&D Projects: GA ČR GA201/99/0092
Grant - others: MURST(IT) 96.02472.CT07; MURST(IT) 97.00048.PF42
Institutional research plan: AV0Z1030915
Keywords : linear and neural approximation * Kolmogorov n-width * dimension-independent approximation * one-hidden-layer perceptron networks * curse of dimensionality
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0124148