Giovanni Giallombardo

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 17

Top Topics

Multiple Instance

Dual Formulation

Top Venues

J. Optim. Theory Appl.

Math. Oper. Res.

J. Glob. Optim.

Commun. Nonlinear Sci. Numer. Simul.

Publications

Pietro D'Alessandro, Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico
The Descent-Ascent Algorithm for DC Programming. INFORMS J. Comput. 36 (2) (2024)
Manlio Gaudioso, Giovanni Giallombardo, Jean-Baptiste Hiriart-Urruty
Dual formulation of the sparsity constrained optimization problem: application to classification. Optim. Methods Softw. 39 (1) (2024)
Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico
Sparse optimization via vector k-norm and DC programming with an application to feature selection for support vector machines. Comput. Optim. Appl. 86 (2) (2023)
Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico
Essentials of numerical nonsmooth optimization. Ann. Oper. Res. 314 (1) (2022)
Giovanni Giallombardo, Francesca Guerriero, Giovanna Miglionico
Profit maximization via capacity control for distribution logistics problems. Comput. Ind. Eng. 171 (2022)
Eugenio Vocaturo, Ester Zumpano, Giovanni Giallombardo, Giovanna Miglionico
A Multiple Instance Learning Approach for the Automatic Classification of Skin Lesions (Discussion Paper). SEBD (2021)
Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico, Eugenio Vocaturo
Classification in the multiple instance learning framework via spherical separation. Soft Comput. 24 (7) (2020)
Eugenio Vocaturo, Ester Zumpano, Giovanni Giallombardo, Giovanna Miglionico
DC-SMIL: a multiple instance learning solution via spherical separation for automated detection of displastyc nevi. IDEAS (2020)
Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico
Essentials of numerical nonsmooth optimization. 4OR 18 (1) (2020)
Annabella Astorino, Antonio Fuduli, Giovanni Giallombardo, Giovanna Miglionico
SVM-Based Multiple Instance Classification via DC Optimization. Algorithms 12 (12) (2019)
Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico
Minimizing Piecewise-Concave Functions Over Polyhedra. Math. Oper. Res. 43 (2) (2018)
Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico, Adil M. Bagirov
Minimizing nonsmooth DC functions via successive DC piecewise-affine approximations. J. Glob. Optim. 71 (1) (2018)
Manlio Gaudioso, Giovanni Giallombardo, Marat S. Mukhametzhanov
Numerical infinitesimals in a variable metric method for convex nonsmooth optimization. Appl. Math. Comput. 318 (2018)
Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico
A savings-based model for two-shipper cooperative routing. Optim. Lett. 12 (8) (2018)
Giovanni Giallombardo, Houyuan Jiang, Giovanna Miglionico
New Formulations for the Conflict Resolution Problem in the Scheduling of Television Commercials. Oper. Res. 64 (4) (2016)
Antonio Fuduli, Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico
A partially inexact bundle method for convex semi-infinite minmax problems. Commun. Nonlinear Sci. Numer. Simul. 21 (1-3) (2015)
Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico
Optimal Replenishment Order Placement in a Finite Time Horizon. J. Optim. Theory Appl. 164 (3) (2015)
Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico
On solving the Lagrangian dual of integer programs via an incremental approach. Comput. Optim. Appl. 44 (1) (2009)
Giovanni Giallombardo, Daniel Ralph
Multiplier convergence in trust-region methods with application to convergence of decomposition methods for MPECs. Math. Program. 112 (2) (2008)
Manlio Gaudioso, Giovanni Giallombardo, Giovanna Miglionico
An Incremental Method for Solving Convex Finite Min-Max Problems. Math. Oper. Res. 31 (1) (2006)
Antonio Fuduli, Manlio Gaudioso, Giovanni Giallombardo
A DC piecewise affine model and a bundling technique in nonconvex nonsmooth minimization. Optim. Methods Softw. 19 (1) (2004)
Antonio Fuduli, Manlio Gaudioso, Giovanni Giallombardo
Minimizing Nonconvex Nonsmooth Functions via Cutting Planes and Proximity Control. SIAM J. Optim. 14 (3) (2004)