Sfoglia per Autore
Minimization of Error Functionals Over Variable-Basis Functions
2003-01-01 P. C., Kainen; V., Kurková; Sanguineti, Marcello
The Extended Ritz Method in stochastic functional optimization: an example of dynamic routing in traffic networks
2003-01-01 Baglietto, Marco; Sanguineti, Marcello; Zoppoli, Riccardo
On the convergence EKF-based parameters optimization for neural networks
2003-01-01 Alessandri, Angelo; M., Cuneo; S., Pagnan; Sanguineti, Marcello
Bounds on the Complexity of Neural-Network Models and Comparison With Linear Methods
2003-01-01 K., HLAVACKOVA SCHINDLER; Sanguineti, Marcello
Approximation Schemes for Functional Optimization Problems
2004-01-01 Sanguineti, Marcello; Zoppoli, Riccardo
Learning and Generalization by Kernel Methods with Bounded Complexity
2004-01-01 Sanguineti, Marcello
A nonlinear programming algorithm for neural-network learning based on the Kalman filter
2004-01-01 Alessandri, Angelo; M., Cuneo; Sanguineti, Marcello
Approximate Dynamic Programming with Bounds on Model Complexity and Sample Complexity: An Application to an Inventory Forecasting Problem
2004-01-01 Sanguineti, Marcello; C., Cervellera; M., Muselli; Zoppoli, Riccardo
An Algorithm for Parameters Estimation: Bounds onthe Estimation Error and Application to Time-Series Prediction
2004-01-01 Alessandri, Angelo; M., Cuneo; Sanguineti, Marcello
Efficient Approximation Schemes for Functional Optimization
2004-01-01 Sanguineti, Marcello; Zoppoli, Riccardo
Decentralized Optimal Dynamic Routing in Telecommunication Networks by Parametrization of the Decision Strategies
2004-01-01 Baglietto, Marco; Sanguineti, Marcello; Zoppoli, Riccardo
Le reti neurali e le altre reti approssimanti nei problemi di ottimizzazione funzionale
2004-01-01 Sanguineti, Marcello; Zoppoli, Riccardo
Complexity and Regularization Issues in Kernel Methods
2004-01-01 Sanguineti, Marcello
Design of Observers for Continuous-Time Nonlinear Systems Using Neural Networks
2004-01-01 Alessandri, Angelo; Cervellera, Cristiano; Filippo Grassia, Aldo; Sanguineti, Marcello
Water Reservoirs Management Under Uncertainty by Approximating Networks and Learning from Data
2004-01-01 Baglietto, M.; Cervellera, C.; Sanguineti, Marcello; Zoppoli, Riccardo
Regularization and A-Priori Bounds on Complexity in Learning from Data by Kernel Methods
2004-01-01 Sanguineti, Marcello
Rates of Approximate Minimization of Error Functionals over Boolean Variable-Basis Functions
2005-01-01 P. C., Kainen; V., Kurkova; Sanguineti, Marcello
On optimal estimation problems for nonlinear systems and their approximate solution
2005-01-01 Alessandri, Angelo; C., Cervellera; A. F., Grassia; Sanguineti, Marcello
Shortest Path Problems on Stochastic Graphs: Challenges and Promising Approaches
2005-01-01 Baglietto, Marco; Battistelli, Giorgio; Sanguineti, Marcello; Zoppoli, Riccardo
An approximate solution to optimal Lp state estimation problems
2005-01-01 Alessandri, Angelo; C., Cervellera; A. F., Grassia; Sanguineti, Marcello
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