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- 1.0405196 - UIVT-O 20030202 CZ eng V - Research Report
Šidlofová, Terezie
Minimization Problems with Fourier Based Stabilizers.
Prague: ICS AS CR, 2004. 6 s. Technical Report, V-904.
R&D Projects: GA ČR GA201/02/0428
Institutional research plan: AV0Z1030915
Keywords : neural networks * minimization of functionals * regularization theory * stabilizers * Fourier transform
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0125390File Download Size Commentary Version Access v904-04.pdf 9 284 KB Other open-access - 2.0405189 - UIVT-O 20030200 CZ eng V - Research Report
Kůrková, Věra - Sanguineti, M.
Learning with Generalization Capability by Kernel Methods of Bounded Complexity.
Prague: ICS AS CR, 2003. 16 s. Technical Report, V-901.
R&D Projects: GA ČR GA201/02/0428
Grant - others:IT-CZ Area MC6(XX) Project 22
Institutional research plan: AV0Z1030915
Keywords : supervised learning * generalization * model complexity * kernel methods * minimization of regularized empirical errors * upper bounds on rates of approximate optimization
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0125385File Download Size Commentary Version Access v901-03.pdf 15 276.9 KB Other open-access - 3.0405176 - UIVT-O 20030146 CZ eng V - Research Report
Kudová, Petra
Learning of Generalized Regularization Networks.
Prague: ICS AS CR, 2003. 6 s. Technical Report, V-851.
R&D Projects: GA ČR GA201/02/0428
Institutional research plan: AV0Z1030915
Keywords : fedforward neural networks * regularization networks * approximation theory
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0125374File Download Size Commentary Version Access v851-03.pdf 15 204.9 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/11104/0125222File Download Size Commentary Version Access v882-02.pdf 18 220.6 KB Other open-access - 5.0103311 - UIVT-O 20040052 SIGLE CZ eng V - Research Report
Kůrková, Věra
Supervised Learning as an Inverse Problem.
Prague: ICS AS CR, 2004. 7 s. Technical Report, V-906.
R&D Projects: GA ČR GA201/02/0428
Institutional research plan: CEZ:AV0Z1030915
Keywords : learning from data * generalization * minimization of empirical error * regularization * kernel methods
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0010622File Download Size Commentary Version Access v906-04.pdf 18 229.7 KB Other open-access - 6.0032311 - UIVT-O 20040256 SIGLE CZ eng V - Research Report
Kainen, P.C. - Kůrková, Věra - Vogt, A.
A Sobolev-Type Upper Bound for Rates of Approximation by Linear Combinations of Plane Waves.
Prague: ICS AS CR, 2004. 11 s. Technical Report, V-900.
R&D Projects: GA ČR GA201/02/0428
Institutional research plan: CEZ:AV0Z1030915
Keywords : rates of approximation by plane waves * characteristic functions of half-spaces * integral representation * variation with respect to half-spaces * Sobolev-type norm * neural networks * total variation * Radon transform * directional derivative * Gaussian function
Subject RIV: BA - General Mathematics
Permanent Link: http://hdl.handle.net/11104/0132858File Download Size Commentary Version Access v900-04.pdf 18 236.1 KB Other open-access