Giorgio Gnecco

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 57

Top Venues

CoRR

J. Optim. Theory Appl.

Neurocomputing

Optim. Lett.

Publications

Antonio Camurri, Cora Gasparotti, Eleonora Ceccaldi, Andrea Cera, Benoît G. Bardy, Marta Bienkiewicz, Stefan Janaqi, Gualtiero Volpe, Giorgio Gnecco, Nicola Ferrari
Iterative Design of Two Art-Inspired Experimental Scenarios for Collecting Expressive Movement Data of Individuals and Groups. AVI (2024)
Marco Gregnanin, Johannes De Smedt, Giorgio Gnecco, Maurizio Parton
Signature-Based Community Detection for Time Series. CoRR (2023)
Marco Gregnanin, Johannes De Smedt, Giorgio Gnecco, Maurizio Parton
Signature-Based Community Detection for Time Series. COMPLEX NETWORKS (2) (2023)
Rodolfo Metulini, Giorgio Gnecco
Measuring players' importance in basketball using the generalized Shapley value. Ann. Oper. Res. 325 (1) (2023)
Giorgio Gnecco, Martina Fausto, Gabriele Romano, Gualtiero Volpe, Antonio Camurri
Improving Output Visualization of an Algorithm for the Automated Detection of the Perceived Origin of Movement. INTETAIN (2023)
Daniele Masti, Filippo Fabiani, Giorgio Gnecco, Alberto Bemporad
Counter-Example Guided Inductive Synthesis of Control Lyapunov Functions for Uncertain Systems. IEEE Control. Syst. Lett. 7 (2023)
Giorgio Gnecco, Chiara Battaglini, Francesco Biancalani, Davide Bottari, Antonio Camurri, Barbara Leporini
Increasing Accessibility of Online Board Games to Visually Impaired People via Machine Learning and Textual/Audio Feedback: The Case of "Quantik". INTETAIN (2023)
Daniele Masti, Filippo Fabiani, Giorgio Gnecco, Alberto Bemporad
Counter-example guided inductive synthesis of control Lyapunov functions for uncertain systems. CoRR (2023)
Rodolfo Metulini, Giorgio Gnecco, Francesco Biancalani, Massimo Riccaboni
Hierarchical Clustering and Matrix Completion for the Reconstruction of World Input-Output Tables. CoRR (2022)
Falco J. Bargagli Stoffi, Gustavo Cevolani, Giorgio Gnecco
Simple Models in Complex Worlds: Occam's Razor and Statistical Learning Theory. Minds Mach. 32 (1) (2022)
Francesco Biancalani, Giorgio Gnecco, Massimo Riccaboni
Price-volume agreements: A one principal/two agents model. Eur. J. Oper. Res. 300 (1) (2022)
Giorgio Gnecco, Yuval Hadas, Marcello Sanguineti
A game-theoretic approach for reliability evaluation of public transportation transfers with stochastic features. EURO J. Transp. Logist. 11 (2022)
Giorgio Gnecco, Fabio Pammolli, Berna Tuncay
Welfare and research and development incentive effects of uniform and differential pricing schemes. Comput. Manag. Sci. 19 (2) (2022)
Francesco Biancalani, Giorgio Gnecco, Rodolfo Metulini, Massimo Riccaboni
Emissions. LOD (1) (2022)
Ming Li, Giorgio Gnecco, Marcello Sanguineti
Deeper Insights into Neural Nets with Random Weights. AI (2022)
Giorgio Gnecco, Andrea Bacigalupo
On Principal Component Analysis of the Convex Combination of Two Data Matrices and Its Application to Acoustic Metamaterial Filters. LOD (2021)
Giorgio Gnecco, Andrea Bacigalupo
On principal component analysis of the convex combination of two data matrices and its application to acoustic metamaterial filters. CoRR (2021)
Giorgio Gnecco, Federico Nutarelli, Massimo Riccaboni
Matrix Completion of World Trade. CoRR (2021)
Giorgio Gnecco, Federico Nutarelli, Daniela Selvi
Optimal data collection design in machine learning: the case of the fixed effects generalized least squares panel data model. Mach. Learn. 110 (7) (2021)
Giorgio Gnecco, Andrea Bacigalupo
Convex combination of data matrices: PCA perturbation bounds for multi-objective optimal design of mechanical metafilters. Math. Found. Comput. 4 (4) (2021)
Mauro Passacantando, Giorgio Gnecco, Yuval Hadas, Marcello Sanguineti
Braess' paradox: A cooperative game-theoretic point of view. Networks 78 (3) (2021)
Pietro Lenarda, Giorgio Gnecco, Massimo Riccaboni
Parameter estimation in a 3-parameter p-star random graph model. Networks 77 (3) (2021)
Giorgio Gnecco, Federico Nutarelli
On the trade-off between number of examples and precision of supervision in machine learning problems. Optim. Lett. 15 (5) (2021)
Giorgio Gnecco, Andrea Bacigalupo, Francesca Fantoni, Daniela Selvi
Principal Component Analysis Applied to Gradient Fields in Band Gap Optimization Problems for Metamaterials. CoRR (2021)
Fouad El Ouardighi, Konstantin Kogan, Giorgio Gnecco, Marcello Sanguineti
Transboundary pollution control and environmental absorption efficiency management. Ann. Oper. Res. 287 (2) (2020)
Falco J. Bargagli Stoffi, Gustavo Cevolani, Giorgio Gnecco
Should Simplicity Be Always Preferred to Complexity in Supervised Machine Learning? LOD (1) (2020)
Giorgio Gnecco, Stefano Amato, Alessia Patuelli, Nicola Lattanzi
Machine Learning Application to Family Business Status Classification. LOD (1) (2020)
Falco J. Bargagli Stoffi, Giorgio Gnecco
Causal tree with instrumental variable: an extension of the causal tree framework to irregular assignment mechanisms. Int. J. Data Sci. Anal. 9 (3) (2020)
Giorgio Gnecco, Federico Nutarelli, Daniela Selvi
Optimal trade-off between sample size, precision of supervision, and selection probabilities for the unbalanced fixed effects panel data model. Soft Comput. 24 (21) (2020)
Andrea Bacigalupo, Giorgio Gnecco, Marco Lepidi, Luigi Gambarotta
Machine-Learning Techniques for the Optimal Design of Acoustic Metamaterials. J. Optim. Theory Appl. 187 (3) (2020)
Olga Matthiopoulou, Benoît G. Bardy, Giorgio Gnecco, Denis Mottet, Marcello Sanguineti, Antonio Camurri
A Computational Method to Automatically Detect the Perceived Origin of Full-Body Human Movement and its Propagation. ICMI Companion (2020)
Ksenia Kolykhalova, Giorgio Gnecco, Marcello Sanguineti, Gualtiero Volpe, Antonio Camurri
Automated Analysis of the Origin of Movement: An Approach Based on Cooperative Games on Graphs. IEEE Trans. Hum. Mach. Syst. 50 (6) (2020)
Andrea Bacigalupo, Giorgio Gnecco, Marco Lepidi, Luigi Gambarotta
Machine-learning techniques for the optimal design of acoustic metamaterials. CoRR (2019)
Giorgio Gnecco, Federico Nutarelli
Optimal Trade-Off Between Sample Size and Precision of Supervision for the Fixed Effects Panel Data Model. LOD (2019)
Giorgio Gnecco, Federico Nutarelli
On the Trade-Off Between Number of Examples and Precision of Supervision in Regression. INNSBDDL (2019)
Falco J. Bargagli Stoffi, Kristof De Witte, Giorgio Gnecco
Heterogeneous causal effects with imperfect compliance: a novel Bayesian machine learning approach. CoRR (2019)
Giorgio Gnecco, Yuval Hadas, Marcello Sanguineti
Some properties of transportation network cooperative games. Networks 74 (2) (2019)
Stefano Sebastio, Giorgio Gnecco
A green policy to schedule tasks in a distributed cloud. Optim. Lett. 12 (7) (2018)
Giorgio Gnecco, Daniela Selvi
Strong Convexity and Smoothness of Solutions to Geometric Optics Problems via Dynamic Programming. IEEE Control. Syst. Lett. 2 (3) (2018)
Giorgio Gnecco, Marcello Sanguineti
Neural approximations in discounted infinite-horizon stochastic optimal control problems. Eng. Appl. Artif. Intell. 74 (2018)
Giorgio Gnecco, Berna Tuncay, Fabio Pammolli
A Comparison of Game-Theoretic Models for Parallel Trade. IGTR 20 (3) (2018)
Giorgio Gnecco
Symmetric and antisymmetric properties of solutions to kernel-based machine learning problems. Neurocomputing 306 (2018)
Falco J. Bargagli Stoffi, Giorgio Gnecco
Estimating Heterogeneous Causal Effects in the Presence of Irregular Assignment Mechanisms. CoRR (2018)
Falco Joannes Bargagli Stoffi, Giorgio Gnecco
Estimating Heterogeneous Causal Effects in the Presence of Irregular Assignment Mechanisms. DSAA (2018)
Giorgio Gnecco, Alberto Bemporad, Marco Gori, Marcello Sanguineti
LQG Online Learning. Neural Comput. 29 (8) (2017)
Luca Boero, Marco Cello, Giorgio Gnecco, Mario Marchese, Fabio Patrone, Marcello Sanguineti
A theoretical analysis of buffer occupancy for Intermittently-Connected Networks. Perform. Evaluation 115 (2017)
Mohammed M. Abdelsamea, Giorgio Gnecco, Mohamed Medhat Gaber
A SOM-based Chan-Vese model for unsupervised image segmentation. Soft Comput. 21 (8) (2017)
Stefano Sebastio, Giorgio Gnecco, Alberto Bemporad
Optimal distributed task scheduling in volunteer clouds. Comput. Oper. Res. 81 (2017)
Giorgio Gnecco, Rita Morisi, Giorgio Roth, Marcello Sanguineti, Angela Celeste Taramasso
Supervised and semi-supervised classifiers for the detection of flood-prone areas. Soft Comput. 21 (13) (2017)
Ksenia Kolykhalova, Giorgio Gnecco, Marcello Sanguineti, Antonio Camurri, Gualtiero Volpe
Graph-restricted game approach for investigating human movement qualities. MOCO (2017)
Giorgio Gnecco
Symmetry and antisymmetry properties of optimal solutions to regression problems. Optim. Lett. 11 (7) (2017)
Rita Morisi, Giorgio Gnecco, Alberto Bemporad
A hierarchical consensus method for the approximation of the consensus state, based on clustering and spectral graph theory. Eng. Appl. Artif. Intell. 56 (2016)
Giorgio Gnecco, Marco Gori, Stefano Melacci, Marcello Sanguineti
Learning with hard constraints as a limit case of learning with soft constraints. ESANN (2016)
Floriane Dardard, Giorgio Gnecco, Donald Glowinski
Automatic Classification of Leading Interactions in a String Quartet. ACM Trans. Interact. Intell. Syst. 6 (1) (2016)
Andrea Bacigalupo, Giorgio Gnecco, Marco Lepidi, Luigi Gambarotta
Design of Acoustic Metamaterials Through Nonlinear Programming. MOD (2016)
Giorgio Gnecco
On the Curse of Dimensionality in the Ritz Method. J. Optim. Theory Appl. 168 (2) (2016)
Giorgio Gnecco
Symmetric and antisymmetric properties of solutions to kernel-based machine learning problems. CoRR (2016)
Rita Morisi, Giorgio Gnecco, Nico Lanconelli, Stefano Zanigni, David Neil Manners, Claudia Testa, Stefania Evangelisti, Laura Ludovica Gramegna, Claudio Bianchini, Pietro Cortelli, Caterina Tonon, Raffaele Lodi
Binary and Multi-class Parkinsonian Disorders Classification Using Support Vector Machines. IbPRIA (2015)
Giorgio Gnecco, Marco Gori, Stefano Melacci, Marcello Sanguineti
Learning With Mixed Hard/Soft Pointwise Constraints. IEEE Trans. Neural Networks Learn. Syst. 26 (9) (2015)
Giorgio Gnecco, Alberto Bemporad, Marco Gori, Rita Morisi, Marcello Sanguineti
Online learning as an LQG optimal control problem with random matrices. ECC (2015)
Mohammed M. Abdelsamea, Giorgio Gnecco, Mohamed Medhat Gaber
An efficient Self-Organizing Active Contour model for image segmentation. Neurocomputing 149 (2015)
Giorgio Gnecco, Marco Gori, Stefano Melacci, Marcello Sanguineti
Foundations of Support Constraint Machines. Neural Comput. 27 (2) (2015)
Mohammed M. Abdelsamea, Giorgio Gnecco, Mohamed Medhat Gaber, Eyad Elyan
On the Relationship between Variational Level Set-Based and SOM-Based Active Contours. Comput. Intell. Neurosci. 2015 (2015)
Marco Cello, Giorgio Gnecco, Mario Marchese, Marcello Sanguineti
Narrowing the Search for Optimal Call-Admission Policies Via a Nonlinear Stochastic Knapsack Model. J. Optim. Theory Appl. 164 (3) (2015)
Donald Glowinski, Floriane Dardard, Giorgio Gnecco, Stefano Piana, Antonio Camurri
Expressive non-verbal interaction in a string quartet: an analysis through head movements. J. Multimodal User Interfaces 9 (1) (2015)
Giorgio Gnecco, Rita Morisi, Alberto Bemporad
Sparse Solutions to the Average Consensus Problem via Various Regularizations of the Fastest Mixing Markov-Chain Problem. IEEE Trans. Netw. Sci. Eng. 2 (3) (2015)
Marco Cello, Giorgio Gnecco, Mario Marchese, Marcello Sanguineti
Evaluation of the Average Packet Delivery Delay in Highly-Disrupted Networks: The DTN and IP-like Protocol Cases. IEEE Commun. Lett. 18 (3) (2014)
Mauro Gaggero, Giorgio Gnecco, Marcello Sanguineti
-stage optimization with application to optimal consumption under uncertainty. Comput. Optim. Appl. 58 (1) (2014)
Giorgio Gnecco
Approximation and Estimation Bounds for Subsets of Reproducing Kernel Kreǐn Spaces. Neural Process. Lett. 39 (2) (2014)
Giorgio Gnecco, Donald Glowinski, Antonio Camurri, Marcello Sanguineti
On the detection of the level of attention in an orchestra through head movements. Int. J. Arts Technol. 7 (4) (2014)
Giorgio Gnecco, Marco Gori, Stefano Melacci, Marcello Sanguineti
A theoretical framework for supervised learning from regions. Neurocomputing 129 (2014)
Giorgio Gnecco, Rita Morisi, Alberto Bemporad
Sparse solutions to the average consensus problem via l1-norm regularization of the fastest mixing Markov-chain problem. CDC (2014)
Mohammed M. Abdelsamea, Giorgio Gnecco, Mohamed Medhat Gaber
A Survey of SOM-Based Active Contour Models for Image Segmentation. WSOM (2014)
Mohammed M. Abdelsamea, Giorgio Gnecco, Mohamed Medhat Gaber
A Concurrent SOM-Based Chan-Vese Model for Image Segmentation. WSOM (2014)
Derong Liu, Charles Anderson, Ahmad Taher Azar, Giorgio Battistelli, Eduardo Bayro-Corrochano, Cristiano Cervellera, David A. Elizondo, Maurizio Filippone, Giorgio Gnecco, Xiaolin Hu, Tingwen Huang, Weifeng Liu, Wenlian Lu, Ana Maria Madureira, Igor Skrjanc, Thomas Villmann, Q. M. Jonathan Wu, Shengli Xie, Dong Xu
Editorial A Successful Change From TNN to TNNLS and a Very Successful Year. IEEE Trans. Neural Networks Learn. Syst. 24 (1) (2013)
Donald Glowinski, Giorgio Gnecco, Stefano Piana, Antonio Camurri
Expressive Non-verbal Interaction in String Quartet. ACII (2013)
Mauro Gaggero, Giorgio Gnecco, Marcello Sanguineti
Dynamic Programming and Value-Function Approximation in Sequential Decision Problems: Error Analysis and Numerical Results. J. Optim. Theory Appl. 156 (2) (2013)
Giorgio Gnecco, Marco Gori, Marcello Sanguineti
Learning with Boundary Conditions. Neural Comput. 25 (4) (2013)
Marco Cello, Giorgio Gnecco, Mario Marchese, Marcello Sanguineti
Optimality Conditions for Coordinate-Convex Policies in CAC With Nonlinear Feasibility Boundaries. IEEE/ACM Trans. Netw. 21 (5) (2013)
Giorgio Gnecco, Leonardo Badino, Antonio Camurri, Alessandro D'Ausilio, Luciano Fadiga, Donald Glowinski, Marcello Sanguineti, Giovanna Varni, Gualtiero Volpe
Towards Automated Analysis of Joint Music Performance in the Orchestra. ArtsIT (2013)
Giorgio Gnecco, Marco Gori, Stefano Melacci, Marcello Sanguineti
Learning with Hard Constraints. ICANN (2013)
Mauro Gaggero, Giorgio Gnecco, Thomas Parisini, Marcello Sanguineti, Riccardo Zoppoli
Approximation structures with moderate complexity in functional optimization and dynamic programming. CDC (2012)
Giorgio Gnecco
A Comparison between Fixed-Basis and Variable-Basis Schemes for Function Approximation and Functional Optimization. J. Appl. Math. 2012 (2012)
Giorgio Gnecco, Marcello Sanguineti, Mauro Gaggero
Suboptimal Solutions to Team Optimization Problems with Stochastic Information Structure. SIAM J. Optim. 22 (1) (2012)
Giorgio Gnecco, Vera Kurková, Marcello Sanguineti
Accuracy of approximations of solutions to Fredholm equations by kernel methods. Appl. Math. Comput. 218 (14) (2012)
Giorgio Gnecco, Marcello Sanguineti
New insights into Witsenhausen's counterexample. Optim. Lett. 6 (7) (2012)
Marco Cello, Giorgio Gnecco, Mario Marchese, Marcello Sanguineti
An application to two-hop forwarding of a model of buffer occupancy in ICNs. SoSE (2012)
Marco Cello, Giorgio Gnecco, Mario Marchese, Marcello Sanguineti
A Model of Buffer Occupancy for ICNs. IEEE Commun. Lett. 16 (6) (2012)
Marco Cello, Giorgio Gnecco, Mario Marchese, Marcello Sanguineti
CAC with Nonlinearly-Constrained Feasibility Regions. IEEE Commun. Lett. 15 (4) (2011)
Giorgio Gnecco
Functional optimization by variable-basis approximation schemes. 4OR 9 (1) (2011)
Mario Marchese, Marco Cello, Giorgio Gnecco, Marcello Sanguineti
Structural properties of optimal coordinate-convex policies for CAC with nonlinearly-constrained feasibility regions. INFOCOM (2011)
Giorgio Gnecco, Marcello Sanguineti
Team optimization problems with Lipschitz continuous strategies. Optim. Lett. 5 (2) (2011)
Giorgio Gnecco, Vera Kurková, Marcello Sanguineti
Can dictionary-based computational models outperform the best linear ones? Neural Networks 24 (8) (2011)
Giorgio Gnecco, Marcello Sanguineti
On a Variational Norm Tailored to Variable-Basis Approximation Schemes. IEEE Trans. Inf. Theory 57 (1) (2011)
Marco Cello, Giorgio Gnecco, Mario Marchese, Marcello Sanguineti
A Generalized Stochastic Knapsack Problem with Application in Call Admission Control. CTW (2011)
Giorgio Gnecco, Vera Kurková, Marcello Sanguineti
Some comparisons of complexity in dictionary-based and linear computational models. Neural Networks 24 (2) (2011)
Giorgio Gnecco, Vera Kurková, Marcello Sanguineti
Bounds for Approximate Solutions of Fredholm Integral Equations Using Kernel Networks. ICANN (1) (2011)
Giorgio Gnecco, Vera Kurková, Marcello Sanguineti
Some Comparisons of Model Complexity in Linear and Neural-Network Approximation. ICANN (3) (2010)
Angelo Alessandri, Giorgio Gnecco, Marcello Sanguineti
Minimizing Sequences for a Family of Functional Optimal Estimation Problems. J. Optim. Theory Appl. 147 (2) (2010)
Giorgio Gnecco, Marcello Sanguineti
Error bounds for suboptimal solutions to kernel principal component analysis. Optim. Lett. 4 (2) (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Giorgio Gnecco