| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Giorgio Gnecco, Marcello Sanguineti, Mauro Gaggero |
Suboptimal Solutions to Team Optimization Problems with Stochastic Information Structure.  |
SIAM Journal on Optimization  |
2012 |
DBLP DOI BibTeX RDF |
|
| 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, Marcello Sanguineti |
Team optimization problems with Lipschitz continuous strategies. |
Optimization Letters |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Marco Cello, Giorgio Gnecco, Mario Marchese, Marcello Sanguineti |
CAC with Nonlinearly-Constrained Feasibility Regions. |
IEEE Communications Letters |
2011 |
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, Marcello Sanguineti |
On a Variational Norm Tailored to Variable-Basis Approximation Schemes. |
IEEE Transactions on Information Theory |
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 | Mario Marchese, Marco Cello, Giorgio Gnecco, Marcello Sanguineti |
Structural properties of optimal coordinate-convex policies for CAC with nonlinearly-constrained feasibility regions. |
INFOCOM |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Marco Cello, Giorgio Gnecco, Mario Marchese, Marcello Sanguineti |
A Generalized Stochastic Knapsack Problem with Application in Call Admission Control. |
CTW |
2011 |
DBLP BibTeX RDF |
|
| 1 | Giorgio Gnecco, Marcello Sanguineti |
On spectral windows in supervised learning from data. |
Inf. Process. Lett. |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Giorgio Gnecco, Marcello Sanguineti |
Error bounds for suboptimal solutions to kernel principal component analysis. |
Optimization Letters |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Enza Messina, Marcello Sanguineti |
Guest editorial. |
Computers & OR |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Giorgio Gnecco, Marcello Sanguineti |
Regularization Techniques and Suboptimal Solutions to Optimization Problems in Learning from Data. |
Neural Computation |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Angelo Alessandri, Giorgio Gnecco, Marcello Sanguineti |
Minimizing Sequences for a Family of Functional Optimal Estimation Problems. |
J. Optimization Theory and Applications |
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 | Giorgio Gnecco, Marcello Sanguineti |
Smooth Optimal Decision Strategies for Static Team Optimization Problems and Their Approximations. |
SOFSEM |
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 | Giorgio Gnecco, Marcello Sanguineti |
Regularization and Suboptimal Solutions in Learning from Data. |
Innovations in Neural Information Paradigms and Applications |
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, Marcello Sanguineti |
Geometric Upper Bounds on Rates of Variable-Basis Approximation. |
IEEE Transactions on Information Theory |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Vera Kurková, Marcello Sanguineti |
Geometric Rates of Approximation by Neural Networks. |
SOFSEM |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Angelo Alessandri, Cristiano Cervellera, Marcello Sanguineti |
Design of Asymptotic Estimators: An Approach Based on Neural Networks and Nonlinear Programming. |
IEEE Transactions on Neural Networks |
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 | Paul C. Kainen, Vera Kurková, Marcello Sanguineti |
Estimates of Approximation Rates by Gaussian Radial-Basis Functions. |
ICANNGA |
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 | 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 | Angelo Alessandri, Marcello Sanguineti, Manfredi Maggiore |
Optimization-based learning with bounded error for feedforward neural networks. |
IEEE Transactions on Neural Networks |
2002 |
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 | 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 | 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 | Saverio Giulini, Marcello Sanguineti |
On Dimension-Independent Approximation by Neural Networks and Linear Approximators. |
IJCNN |
2000 |
DBLP DOI BibTeX RDF |
dimension-independent approximation, Kolmogorov n-width, neural networks, complexity |
| 1 | Katerina Hlavácková-Schindler, Marcello Sanguineti |
Algorithm of Incremental Approximation Using Variation of a Function with Respect to a Subset. |
NC |
1998 |
DBLP BibTeX RDF |
|
| 1 | Angelo Alessandri, Manfredi Maggiore, Marcello Sanguineti |
Parameter-estimation-based learning for feedforward neural networks: convergence and robustness analysis. |
ESANN |
1998 |
DBLP BibTeX RDF |
|
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