Sfoglia per Autore
Deriving Approximation Error Bounds via Rademacher Complexity and Learning Theory
2007-01-01 Gnecco, G; Sanguineti, M
Exploiting Structural Results in Approximate Dynamic Programming
2007-01-01 Gnecco, G; Sanguineti, M; Zoppoli, R
Suboptimal Solutions to Dynamic Optimization Problems: Extended Ritz Method Versus Approximate Dynamic Programming
2007-01-01 Gnecco, G; Sanguineti, M; Zoppoli, R
Value and Policy Function Approximations in Infinite-Horizon Optimization Problems
2008-01-01 Gnecco, G; Sanguineti, M
Computationally Efficient Approximation Schemes for Functional Optimization
2008-01-01 Alessandri, A; Gnecco, G; Sanguineti, M
Approximation Error Bounds via Rademacher Complexity
2008-01-01 Gnecco, G; Sanguineti, M
Structural Properties of Stochastic Dynamic Concave Optimization Problems and Approximations of the Value and Optimal Policy Functions
2008-01-01 Gnecco, G; Sanguineti, M
Estimates of the Approximation Error via Rademacher Complexity: Learning Vector-Valued Functions
2008-01-01 Gnecco, G; Sanguineti, M
Regularization and Suboptimal Solutions in Learning from Data
2009-01-01 Gnecco, G; Sanguineti, M
Approximate Dynamic Programming by Value-Function Approximation via Variable-Basis Schemes
2009-01-01 Gnecco, G; Sanguineti, M
The Weight-Decay Technique in Learning from Data: An Optimization Point of View
2009-01-01 Gnecco, G; Sanguineti, M
Smoothness and Approximation of Optimal Decision Strategies in Team Optimization Problems
2009-01-01 Gnecco, G; Sanguineti, M
Functional Optimization by Variable-Basis Approximation Schemes
2009-01-01 Gnecco, G; Sanguineti, M
Lipschitz Continuity of the Solutions to Team Optimization Problems Revisited
2009-01-01 Gnecco, G; Sanguineti, M
Accuracy of Suboptimal Solutions to Kernel Principal Component Analysis
2009-01-01 Gnecco, G; Sanguineti, M
Suboptimal Solutions to Dynamic Optimization Problems via Approximations of the Policy Functions
2010-01-01 Gnecco, G; Sanguineti, M
Error Bounds for Suboptimal Solutions to Kernel Principal Component Analysis
2010-01-01 Gnecco, G; Sanguineti, M
On Call Admission Control with Nonlinearly Constrained Feasibility Regions
2010-01-01 Cello, M; Gnecco, G; Marchese, M; Sanguineti, M
On Spectral Windows in Supervised Learning From Data
2010-01-01 Gnecco, G; Sanguineti, M
Some Comparisons of Model Complexity in Linear and Neural-Network Approximation
2010-01-01 Gnecco, G; Kurkova, V; Sanguineti, M
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