A DC piecewise affine model and a bundling technique in nonconvex nonsmooth minimization. - Antonio Fuduli; Manlio Gaudioso; Giovanni Giallombardo (Optim. Methods Softw., 2004)

Minimizing Nonconvex Nonsmooth Functions via Cutting Planes and Proximity Control. - Antonio Fuduli; Manlio Gaudioso; Giovanni Giallombardo (SIAM J. Optim., 2004)

An Incremental Method for Solving Convex Finite Min-Max Problems. - Manlio Gaudioso; Giovanni Giallombardo; Giovanna Miglionico (Math. Oper. Res., 2006)

Multiplier convergence in trust-region methods with application to convergence of decomposition methods for MPECs. - Giovanni Giallombardo; Daniel Ralph (Math. Program., 2008)

On solving the Lagrangian dual of integer programs via an incremental approach. - Manlio Gaudioso; Giovanni Giallombardo; Giovanna Miglionico (Comput. Optim. Appl., 2009)

A partially inexact bundle method for convex semi-infinite minmax problems. - Antonio Fuduli; Manlio Gaudioso; Giovanni Giallombardo; Giovanna Miglionico (Commun. Nonlinear Sci. Numer. Simul., 2015)

Optimal Replenishment Order Placement in a Finite Time Horizon. - Manlio Gaudioso; Giovanni Giallombardo; Giovanna Miglionico (J. Optim. Theory Appl., 2015)

New Formulations for the Conflict Resolution Problem in the Scheduling of Television Commercials. - Giovanni Giallombardo; Houyuan Jiang; Giovanna Miglionico (Oper. Res., 2016)

Numerical infinitesimals in a variable metric method for convex nonsmooth optimization. - Manlio Gaudioso; Giovanni Giallombardo; Marat S. Mukhametzhanov (Appl. Math. Comput., 2018)

Minimizing nonsmooth DC functions via successive DC piecewise-affine approximations. - Manlio Gaudioso; Giovanni Giallombardo; Giovanna Miglionico; Adil M. Bagirov (J. Glob. Optim., 2018)

Minimizing Piecewise-Concave Functions Over Polyhedra. - Manlio Gaudioso; Giovanni Giallombardo; Giovanna Miglionico (Math. Oper. Res., 2018)

A savings-based model for two-shipper cooperative routing. - Manlio Gaudioso; Giovanni Giallombardo; Giovanna Miglionico (Optim. Lett., 2018)

SVM-Based Multiple Instance Classification via DC Optimization. - Annabella Astorino; Antonio Fuduli; Giovanni Giallombardo; Giovanna Miglionico (Algorithms, 2019)

DC-SMIL: a multiple instance learning solution via spherical separation for automated detection of displastyc nevi. - Eugenio Vocaturo; Ester Zumpano; Giovanni Giallombardo; Giovanna Miglionico (IDEAS, 2020)

Essentials of numerical nonsmooth optimization. - Manlio Gaudioso; Giovanni Giallombardo; Giovanna Miglionico (4OR, 2020)

Classification in the multiple instance learning framework via spherical separation. - Manlio Gaudioso; Giovanni Giallombardo; Giovanna Miglionico; Eugenio Vocaturo (Soft Comput., 2020)

A Multiple Instance Learning Approach for the Automatic Classification of Skin Lesions (Discussion Paper). - Eugenio Vocaturo; Ester Zumpano; Giovanni Giallombardo; Giovanna Miglionico (SEBD, 2021)

Profit maximization via capacity control for distribution logistics problems. - Giovanni Giallombardo; Francesca Guerriero; Giovanna Miglionico (Comput. Ind. Eng., 2022)

Machine Learning Techniques for Branch-and-Cut Methods: The Selection of Cutting Planes. - Giovanni Giallombardo; Giovanna Miglionico; Marcello Sammarra (NUMTA (1), 2023)

Sparse optimization via vector k-norm and DC programming with an application to feature selection for support vector machines. - Manlio Gaudioso; Giovanni Giallombardo; Giovanna Miglionico (Comput. Optim. Appl., 2023)

The Descent-Ascent Algorithm for DC Programming. - Pietro D'Alessandro; Manlio Gaudioso; Giovanni Giallombardo; Giovanna Miglionico (INFORMS J. Comput., 2024)

Dual formulation of the sparsity constrained optimization problem: application to classification. - Manlio Gaudioso; Giovanni Giallombardo; Jean-Baptiste Hiriart-Urruty (Optim. Methods Softw., 2024)