Giorgio Gnecco

	2012
19		Giorgio Gnecco, Vera Kurková, Marcello Sanguineti: Accuracy of approximations of solutions to Fredholm equations by kernel methods. Applied Mathematics and Computation 218(14): 7481-7497 (2012)
18		Giorgio Gnecco: A Comparison between Fixed-Basis and Variable-Basis Schemes for Function Approximation and Functional Optimization. J. Applied Mathematics 2012: (2012)
17		Giorgio Gnecco, Marcello Sanguineti, Mauro Gaggero: Suboptimal Solutions to Team Optimization Problems with Stochastic Information Structure. SIAM Journal on Optimization 22(1): 212-243 (2012)
	2011
16		Marco Cello, Giorgio Gnecco, Mario Marchese, Marcello Sanguineti: A Generalized Stochastic Knapsack Problem with Application in Call Admission Control. CTW 2011: 105-108
15		Giorgio Gnecco, Vera Kurková, Marcello Sanguineti: Bounds for Approximate Solutions of Fredholm Integral Equations Using Kernel Networks. ICANN (1) 2011: 126-133
14		Mario Marchese, Marco Cello, Giorgio Gnecco, Marcello Sanguineti: Structural properties of optimal coordinate-convex policies for CAC with nonlinearly-constrained feasibility regions. INFOCOM 2011: 466-470
13		Giorgio Gnecco: Functional optimization by variable-basis approximation schemes. 4OR 9(1): 103-106 (2011)
12		Marco Cello, Giorgio Gnecco, Mario Marchese, Marcello Sanguineti: CAC with Nonlinearly-Constrained Feasibility Regions. IEEE Communications Letters 15(4): 467-469 (2011)
11		Giorgio Gnecco, Marcello Sanguineti: On a Variational Norm Tailored to Variable-Basis Approximation Schemes. IEEE Transactions on Information Theory 57(1): 549-558 (2011)
10		Giorgio Gnecco, Vera Kurková, Marcello Sanguineti: Some comparisons of complexity in dictionary-based and linear computational models. Neural Networks 24(2): 171-182 (2011)
9		Giorgio Gnecco, Vera Kurková, Marcello Sanguineti: Can dictionary-based computational models outperform the best linear ones? Neural Networks 24(8): 881-887 (2011)
8		Giorgio Gnecco, Marcello Sanguineti: Team optimization problems with Lipschitz continuous strategies. Optimization Letters 5(2): 333-346 (2011)
	2010
7		Giorgio Gnecco, Vera Kurková, Marcello Sanguineti: Some Comparisons of Model Complexity in Linear and Neural-Network Approximation. ICANN (3) 2010: 358-367
6		Giorgio Gnecco, Marcello Sanguineti: Smooth Optimal Decision Strategies for Static Team Optimization Problems and Their Approximations. SOFSEM 2010: 440-451
5		Giorgio Gnecco, Marcello Sanguineti: On spectral windows in supervised learning from data. Inf. Process. Lett. 110(23): 1031-1036 (2010)
4		Angelo Alessandri, Giorgio Gnecco, Marcello Sanguineti: Minimizing Sequences for a Family of Functional Optimal Estimation Problems. J. Optimization Theory and Applications 147(2): 243-262 (2010)
3		Giorgio Gnecco, Marcello Sanguineti: Regularization Techniques and Suboptimal Solutions to Optimization Problems in Learning from Data. Neural Computation 22(3): 793-829 (2010)
2		Giorgio Gnecco, Marcello Sanguineti: Error bounds for suboptimal solutions to kernel principal component analysis. Optimization Letters 4(2): 197-210 (2010)
	2009
1		Giorgio Gnecco, Marcello Sanguineti: Regularization and Suboptimal Solutions in Learning from Data. Innovations in Neural Information Paradigms and Applications 2009: 113-154

Coauthor Index

1	Angelo Alessandri	[4]
2	Marco Cello	[12] [14] [16]
3	Mauro Gaggero	[17]
4	Vera Kurková	[7] [9] [10] [15] [19]
5	Mario Marchese	[12] [14] [16]
6	Marcello Sanguineti	[1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] [14] [15] [16] [17] [19]

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