 | 2010 |
|---|
| 17 |       | Giorgio Gnecco,
Marcello Sanguineti:
Smooth Optimal Decision Strategies for Static Team Optimization Problems and Their Approximations.
SOFSEM 2010: 440-451 |
| 2009 |
|---|
| 16 | | Paul C. Kainen,
Vera Kurková,
Marcello Sanguineti:
On Tractability of Neural-Network Approximation.
ICANNGA 2009: 11-21 |
| 15 | | Paul C. Kainen,
Vera Kurková,
Marcello Sanguineti:
Complexity of Gaussian-radial-basis networks approximating smooth functions.
J. Complexity 25(1): 63-74 (2009) |
| 2008 |
|---|
| 14 | | Vera Kurková,
Marcello Sanguineti:
Geometric Rates of Approximation by Neural Networks.
SOFSEM 2008: 541-550 |
| 13 | | Vera Kurková,
Marcello Sanguineti:
Geometric Upper Bounds on Rates of Variable-Basis Approximation.
IEEE Transactions on Information Theory 54(12): 5681-5688 (2008) |
| 12 | | Vera Kurková,
Marcello Sanguineti:
Approximate Minimization of the Regularized Expected Error over Kernel Models.
Math. Oper. Res. 33(3): 747-756 (2008) |
| 2007 |
|---|
| 11 | | Paul C. Kainen,
Vera Kurková,
Marcello Sanguineti:
Estimates of Approximation Rates by Gaussian Radial-Basis Functions.
ICANNGA (2) 2007: 11-18 |
| 10 | | Vera Kurková,
Marcello Sanguineti:
Estimates of covering numbers of convex sets with slowly decaying orthogonal subsets.
Discrete Applied Mathematics 155(15): 1930-1942 (2007) |
| 9 | | Angelo Alessandri,
Cristiano Cervellera,
Marcello Sanguineti:
Design of Asymptotic Estimators: An Approach Based on Neural Networks and Nonlinear Programming.
IEEE Transactions on Neural Networks 18(1): 86-96 (2007) |
| 2005 |
|---|
| 8 | | Vera Kurková,
Marcello Sanguineti:
Learning with generalization capability by kernel methods of bounded complexity.
J. Complexity 21(3): 350-367 (2005) |
| 2002 |
|---|
| 7 |  | Vera Kurková,
Marcello Sanguineti:
Comparison of worst case errors in linear and neural network approximation.
IEEE Transactions on Information Theory 48(1): 264-275 (2002) |
| 2001 |
|---|
| 6 | | Vera Kurková,
Marcello Sanguineti:
Tight Bounds on Rates of Neural-Network Approximation.
ICANN 2001: 277-284 |
| 5 | | Vera Kurková,
Marcello Sanguineti:
Bounds on rates of variable-basis and neural-network approximation.
IEEE Transactions on Information Theory 47(6): 2659-2665 (2001) |
| 2000 |
|---|
| 4 | | Vera Kurková,
Marcello Sanguineti:
Comparison of Rates of Linear and Neural Network Approximation.
IJCNN (1) 2000: 277-282 |
| 3 | | Saverio Giulini,
Marcello Sanguineti:
On Dimension-Independent Approximation by Neural Networks and Linear Approximators.
IJCNN (1) 2000: 283-288 |
| 1998 |
|---|
| 2 | | Angelo Alessandri,
Manfredi Maggiore,
Marcello Sanguineti:
Parameter-estimation-based learning for feedforward neural networks: convergence and robustness analysis.
ESANN 1998: 285-290 |
| 1 | | Katerina Hlavácková-Schindler,
Marcello Sanguineti:
Algorithm of Incremental Approximation Using Variation of a Function with Respect to a Subset.
NC 1998: 896-899 |
