Kůrková, Věra; Sanguineti, Marcello Correlations of random classifiers on large data sets. (English) Zbl 07621588 Soft Comput. 25, No. 19, 12641-12648 (2021). MSC: 68T05 68T09 PDFBibTeX XMLCite \textit{V. Kůrková} and \textit{M. Sanguineti}, Soft Comput. 25, No. 19, 12641--12648 (2021; Zbl 07621588) Full Text: DOI
Kůrková, Věra; Sanguineti, Marcello Probabilistic lower bounds for approximation by shallow perceptron networks. (English) Zbl 1437.68063 Neural Netw. 91, 34-41 (2017). MSC: 68Q07 68Q87 68T07 68W25 PDFBibTeX XMLCite \textit{V. Kůrková} and \textit{M. Sanguineti}, Neural Netw. 91, 34--41 (2017; Zbl 1437.68063) Full Text: DOI
Gaggero, Mauro; Gnecco, Giorgio; Sanguineti, Marcello Suboptimal policies for stochastic \(N\)-stage optimization: accuracy analysis and a case study from optimal consumption. (English) Zbl 1291.90286 El Ouardighi, Fouad (ed.) et al., Models and methods in economics and management science. Essays in honor of Charles S. Tapiero. Cham: Springer (ISBN 978-3-319-00668-0/hbk; 978-3-319-00669-7/ebook). International Series in Operations Research & Management Science 198, 27-50 (2014). MSC: 90C39 90C90 PDFBibTeX XMLCite \textit{M. Gaggero} et al., Int. Ser. Oper. Res. Manag. Sci. 198, 27--50 (2014; Zbl 1291.90286) Full Text: DOI
Gaggero, Mauro; Gnecco, Giorgio; Sanguineti, Marcello Approximate dynamic programming for stochastic \(N\)-stage optimization with application to optimal consumption under uncertainty. (English) Zbl 1321.90093 Comput. Optim. Appl. 58, No. 1, 31-85 (2014). MSC: 90C15 90C39 91B42 PDFBibTeX XMLCite \textit{M. Gaggero} et al., Comput. Optim. Appl. 58, No. 1, 31--85 (2014; Zbl 1321.90093) Full Text: DOI
Gaggero, Mauro; Gnecco, Giorgio; Sanguineti, Marcello Dynamic programming and value-function approximation in sequential decision problems: error analysis and numerical results. (English) Zbl 1262.90186 J. Optim. Theory Appl. 156, No. 2, 380-416 (2013). MSC: 90C39 91B06 PDFBibTeX XMLCite \textit{M. Gaggero} et al., J. Optim. Theory Appl. 156, No. 2, 380--416 (2013; Zbl 1262.90186) Full Text: DOI
Gnecco, Giorgio; Kůrková, Věra; Sanguineti, Marcello Can dictionary-based computational models outperform the best linear ones? (English) Zbl 1250.68223 Neural Netw. 24, No. 8, 881-887 (2011). MSC: 68T05 62L20 92B20 90C48 PDFBibTeX XMLCite \textit{G. Gnecco} et al., Neural Netw. 24, No. 8, 881--887 (2011; Zbl 1250.68223) Full Text: DOI
Gnecco, G.; Sanguineti, M. Suboptimal solutions to dynamic optimization problems via approximations of the policy functions. (English) Zbl 1254.90285 J. Optim. Theory Appl. 146, No. 3, 764-794 (2010). MSC: 90C39 PDFBibTeX XMLCite \textit{G. Gnecco} and \textit{M. Sanguineti}, J. Optim. Theory Appl. 146, No. 3, 764--794 (2010; Zbl 1254.90285) Full Text: DOI
Baglietto, M.; Cervellera, C.; Sanguineti, M.; Zoppoli, R. Management of water resource systems in the presence of uncertainties by nonlinear approximation techniques and deterministic sampling. (English) Zbl 1200.91231 Comput. Optim. Appl. 47, No. 2, 349-376 (2010). MSC: 91B76 93E20 90C39 PDFBibTeX XMLCite \textit{M. Baglietto} et al., Comput. Optim. Appl. 47, No. 2, 349--376 (2010; Zbl 1200.91231) Full Text: DOI
Gnecco, G.; Sanguineti, M. Estimates of variation with respect to a set and applications to optimization problems. (English) Zbl 1205.90295 J. Optim. Theory Appl. 145, No. 1, 53-75 (2010). Reviewer: Paulo Mbunga (Kiel) MSC: 90C48 PDFBibTeX XMLCite \textit{G. Gnecco} and \textit{M. Sanguineti}, J. Optim. Theory Appl. 145, No. 1, 53--75 (2010; Zbl 1205.90295) Full Text: DOI
Giulini, S.; Sanguineti, M. Approximation schemes for functional optimization problems. (English) Zbl 1176.90658 J. Optim. Theory Appl. 140, No. 1, 33-54 (2009). Reviewer: Tran Nhu Pham (Hanoi) MSC: 90C59 49M15 90C48 PDFBibTeX XMLCite \textit{S. Giulini} and \textit{M. Sanguineti}, J. Optim. Theory Appl. 140, No. 1, 33--54 (2009; Zbl 1176.90658) Full Text: DOI
Kainen, Paul C.; Kůrková, Věra; Sanguineti, Marcello Complexity of Gaussian-radial-basis networks approximating smooth functions. (English) Zbl 1162.65006 J. Complexity 25, No. 1, 63-74 (2009). Reviewer: Delfina Roux (Milano) MSC: 65D15 41A63 PDFBibTeX XMLCite \textit{P. C. Kainen} et al., J. Complexity 25, No. 1, 63--74 (2009; Zbl 1162.65006) Full Text: DOI
Kainen, P. C.; Kurková, V.; Sanguineti, M. Rates of minimization of error functionals over Boolean variable-basis functions. (English) Zbl 1080.49020 J. Math. Model. Algorithms 4, No. 4, 355-368 (2005). MSC: 49K40 41A25 05C05 90C31 49M15 PDFBibTeX XMLCite \textit{P. C. Kainen} et al., J. Math. Model. Algorithms 4, No. 4, 355--368 (2005; Zbl 1080.49020) Full Text: DOI
Kůrková, Věra; Sanguineti, Marcello Learning with generalization capability by kernel methods of bounded complexity. (English) Zbl 1095.68044 J. Complexity 21, No. 3, 350-367 (2005). MSC: 68Q32 68T05 62D05 PDFBibTeX XMLCite \textit{V. Kůrková} and \textit{M. Sanguineti}, J. Complexity 21, No. 3, 350--367 (2005; Zbl 1095.68044) Full Text: DOI Link