| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Giorgio Gnecco, Vera Kurková, Marcello Sanguineti |
Accuracy of approximations of solutions to Fredholm equations by kernel methods.  |
Applied Mathematics and Computation  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Paul C. Kainen, Vera Kurková, Marcello Sanguineti |
Dependence of Computational Models on Input Dimension: Tractability of Approximation and Optimization Tasks. |
IEEE Transactions on Information Theory |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Giorgio Gnecco, Vera Kurková, Marcello Sanguineti |
Can dictionary-based computational models outperform the best linear ones? |
Neural Networks |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Giorgio Gnecco, Vera Kurková, Marcello Sanguineti |
Some comparisons of complexity in dictionary-based and linear computational models. |
Neural Networks |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Giorgio Gnecco, Vera Kurková, Marcello Sanguineti |
Bounds for Approximate Solutions of Fredholm Integral Equations Using Kernel Networks. |
ICANN |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Vera Kurková, Paul C. Kainen |
Kernel Networks with Fixed and Variable Widths. |
ICANNGA |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Vera Kurková, Roman Neruda, Jan Koutník |
Editorial. |
Neural Networks |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Giorgio Gnecco, Vera Kurková, Marcello Sanguineti |
Some Comparisons of Model Complexity in Linear and Neural-Network Approximation. |
ICANN |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Vera Kurková |
Inverse Problems in Learning from Data. |
IJCCI (ICFC-ICNC) |
2010 |
DBLP BibTeX RDF |
|
| 1 | Vera Kurková |
Learning from Data as an Optimization and Inverse Problem. |
IJCCI (Selected Papers) |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Paul C. Kainen, Vera Kurková, Marcello Sanguineti |
Complexity of Gaussian-radial-basis networks approximating smooth functions. |
J. Complexity |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Paul C. Kainen, Vera Kurková |
An Integral Upper Bound for Neural Network Approximation. |
Neural Computation |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Vera Kurková |
Estimates of Model Complexity in Neural-Network Learning. |
Innovations in Neural Information Paradigms and Applications |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Vera Kurková |
Model Complexity of Neural Networks and Integral Transforms. |
ICANN |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Paul C. Kainen, Vera Kurková, Marcello Sanguineti |
On Tractability of Neural-Network Approximation. |
ICANNGA |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Vera Kurková, Marcello Sanguineti |
Approximate Minimization of the Regularized Expected Error over Kernel Models. |
Math. Oper. Res. |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Vera Kurková |
Minimization of Error Functionals over Perceptron Networks. |
Neural Computation |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Vera Kurková, Marcello Sanguineti |
Geometric Upper Bounds on Rates of Variable-Basis Approximation. |
IEEE Transactions on Information Theory |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Vera Kurková, Roman Neruda, Jan Koutník (eds.) |
Artificial Neural Networks - ICANN 2008 , 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part I |
ICANN |
2008 |
DBLP BibTeX RDF |
|
| 1 | Paul C. Kainen, Vera Kurková |
Estimates of Network Complexity and Integral Representations. |
ICANN |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Vera Kurková, Roman Neruda, Jan Koutník (eds.) |
Artificial Neural Networks - ICANN 2008, 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part II |
ICANN |
2008 |
DBLP BibTeX RDF |
|
| 1 | Vera Kurková, Marcello Sanguineti |
Geometric Rates of Approximation by Neural Networks. |
SOFSEM |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Paul C. Kainen, Vera Kurková, Andrew Vogt |
A Sobolev-type upper bound for rates of approximation by linear combinations of Heaviside plane waves. |
Journal of Approximation Theory |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Vera Kurková, Marcello Sanguineti |
Estimates of covering numbers of convex sets with slowly decaying orthogonal subsets. |
Discrete Applied Mathematics |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Vera Kurková |
Generalization in Learning from Examples. |
Challenges for Computational Intelligence |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Paul C. Kainen, Vera Kurková, Marcello Sanguineti |
Estimates of Approximation Rates by Gaussian Radial-Basis Functions. |
ICANNGA |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Vera Kurková |
Estimates of Data Complexity in Neural-Network Learning. |
SOFSEM |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Paul C. Kainen, Vera Kurková, Marcello Sanguineti |
Rates of Minimization of Error Functionals over Boolean Variable-Basis Functions. |
J. Math. Model. Algorithms |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Vera Kurková, Marcello Sanguineti |
Error Estimates for Approximate Optimization by the Extended Ritz Method. |
SIAM Journal on Optimization |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Vera Kurková, Marcello Sanguineti |
Learning with generalization capability by kernel methods of bounded complexity. |
J. Complexity |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Vera Kurková |
Neural Network Learning as an Inverse Problem. |
Logic Journal of the IGPL |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Paul C. Kainen, Vera Kurková, Marcello Sanguineti |
Minimization of Error Functionals over Variable-Basis Functions. |
SIAM Journal on Optimization |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Paul C. Kainen, Vera Kurková, Andrew Vogt |
Best approximation by linear combinations of characteristic functions of half-spaces. |
Journal of Approximation Theory |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Vera Kurková, Marcello Sanguineti |
Comparison of worst case errors in linear and neural network approximation. |
IEEE Transactions on Information Theory |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Paul C. Kainen, Vera Kurková, Andrew Vogt |
Continuity of Approximation by Neural Networks in Lp Spaces. |
Annals OR |
2001 |
DBLP DOI BibTeX RDF |
Chebyshev set, strictly convex space, boundedly compact, near best approximation, continuous selection |
| 1 | Vera Kurková, Marcello Sanguineti |
Bounds on rates of variable-basis and neural-network approximation. |
IEEE Transactions on Information Theory |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Vera Kurková, Marcello Sanguineti |
Tight Bounds on Rates of Neural-Network Approximation. |
ICANN |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Paul C. Kainen, Vera Kurková, Andrew Vogt |
Best approximation by Heaviside perceptron networks. |
Neural Networks |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Vera Kurková, Marcello Sanguineti |
Comparison of Rates of Linear and Neural Network Approximation. |
IJCNN |
2000 |
DBLP DOI BibTeX RDF |
linear and neural network approximation, Kolmogorov width, dimension-independent rates of approximation, perceptron networks |
| 1 | Paul C. Kainen, Vera Kurková, Andrew Vogt |
Approximation by neural networks is not continuous. |
Neurocomputing |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Vera Kurková, Petr Savický, Katerina Hlavácková-Schindler |
Representations and rates of approximation of real-valued Boolean functions by neural networks. |
Neural Networks |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Vera Kurková |
Approximation of Functions by Neural Networks. |
NC |
1998 |
DBLP BibTeX RDF |
|
| 1 | Vera Kurková, Paul C. Kainen, Vladik Kreinovich |
Estimates of the Number of Hidden Units and Variation with Respect to Half-Spaces. |
Neural Networks |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Katerina Hlavácková-Schindler, Vera Kurková |
Rates of approximation of real-valued boolean functions by neural networks. |
ESANN |
1996 |
DBLP BibTeX RDF |
|
| 1 | Vera Kurková |
Approximation of functions by Gaussian RBF networks with bouded number of hidden units. |
ESANN |
1995 |
DBLP BibTeX RDF |
|
| 1 | Vera Kurková, Paul C. Kainen |
Functionally Equivalent Feedforward Neural Networks. |
Neural Computation |
1994 |
DBLP DOI BibTeX RDF |
|
| 1 | Vera Kurková, Katerina Hlavácková-Schindler |
Approximation of continuous functions by RBF and KBF networks. |
ESANN |
1994 |
DBLP BibTeX RDF |
|
| 1 | Vera Kurková |
Kolmogorov's theorem and multilayer neural networks. |
Neural Networks |
1992 |
DBLP DOI BibTeX RDF |
|
| 1 | Vera Kurková |
Universal Approximation Using Feedforward Neural Networks with Gaussian Bar Units. |
ECAI |
1992 |
DBLP BibTeX RDF |
|
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