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Marcello Sanguineti

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2009
14EEPaul C. Kainen, Vera Kurková, Marcello Sanguineti: Complexity of Gaussian-radial-basis networks approximating smooth functions. J. Complexity 25(1): 63-74 (2009)
2008
13EEVera Kurková, Marcello Sanguineti: Geometric Rates of Approximation by Neural Networks. SOFSEM 2008: 541-550
12EEVera Kurková, Marcello Sanguineti: Geometric Upper Bounds on Rates of Variable-Basis Approximation. IEEE Transactions on Information Theory 54(12): 5681-5688 (2008)
2007
11EEPaul C. Kainen, Vera Kurková, Marcello Sanguineti: Estimates of Approximation Rates by Gaussian Radial-Basis Functions. ICANNGA (2) 2007: 11-18
10EEVera Kurková, Marcello Sanguineti: Estimates of covering numbers of convex sets with slowly decaying orthogonal subsets. Discrete Applied Mathematics 155(15): 1930-1942 (2007)
9EEAngelo 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
8EEVera 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
6EEVera 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
4EEVera Kurková, Marcello Sanguineti: Comparison of Rates of Linear and Neural Network Approximation. IJCNN (1) 2000: 277-282
3EESaverio Giulini, Marcello Sanguineti: On Dimension-Independent Approximation by Neural Networks and Linear Approximators. IJCNN (1) 2000: 283-288
1998
2EEAngelo 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

Coauthor Index

1Angelo Alessandri [2] [9]
2Cristiano Cervellera [9]
3Saverio Giulini [3]
4Katerina Hlavácková-Schindler [1]
5Paul C. Kainen [11] [14]
6Vera Kurková [4] [5] [6] [7] [8] [10] [11] [12] [13] [14]
7Manfredi Maggiore [2]

Colors in the list of coauthors

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)