On Some Properties of Quadratic Programs with a Convex Quadratic Constraint. - Stefano Lucidi; Laura Palagi; Massimo Roma (SIAM J. Optim., 1998)

A Shifted-Barrier Primal-Dual Algorithm Model for Linearly Constrained Optimization Problems. - Gianni Di Pillo; Stefano Lucidi; Laura Palagi (Comput. Optim. Appl., 1999)

A Mathematical Programming Approach for the Solution of the Railway Yield Management Problem. - A. Ciancimino; G. Inzerillo; Stefano Lucidi; Laura Palagi (Transp. Sci., 1999)

A Truncated Newton Algorithm for Large Scale Box Constrained Optimization. - Francisco Facchinei; Stefano Lucidi; Laura Palagi (SIAM J. Optim., 2002)

An Exact Augmented Lagrangian Function for Nonlinear Programming with Two-Sided Constraints. - Gianni Di Pillo; Giampaolo Liuzzi; Stefano Lucidi; Laura Palagi (Comput. Optim. Appl., 2003)

Quartic Formulation of Standard Quadratic Optimization Problems. - Immanuel M. Bomze; Laura Palagi (J. Glob. Optim., 2005)

Convergence to Second-Order Stationary Points of a Primal-Dual Algorithm Model for Nonlinear Programming. - Gianni Di Pillo; Stefano Lucidi; Laura Palagi (Math. Oper. Res., 2005)

On the convergence of a modified version of SVMlight algorithm. - Laura Palagi; Marco Sciandrone (Optim. Methods Softw., 2005)

A convergent decomposition algorithm for support vector machines. - Stefano Lucidi; Laura Palagi; Arnaldo Risi; Marco Sciandrone (Comput. Optim. Appl., 2007)

Necessary and sufficient global optimality conditions for NLP reformulations of linear SDP problems. - Luigi Grippo; Laura Palagi; Veronica Piccialli (J. Glob. Optim., 2009)

A Convergent Hybrid Decomposition Algorithm Model for SVM Training. - Stefano Lucidi; Laura Palagi; Arnaldo Risi; Marco Sciandrone (IEEE Trans. Neural Networks, 2009)

Large Scale Trust Region Problems. - Laura Palagi (Encyclopedia of Optimization, 2009)

A truncated Newton method in an augmented Lagrangian framework for nonlinear programming. - Gianni Di Pillo; Giampaolo Liuzzi; Stefano Lucidi; Laura Palagi (Comput. Optim. Appl., 2010)

An unconstrained minimization method for solving low-rank SDP relaxations of the maxcut problem. - Luigi Grippo; Laura Palagi; Veronica Piccialli (Math. Program., 2011)

On the convergence of a Jacobi-type algorithm for singly linearly-constrained problems subject to simple bounds. - Giampaolo Liuzzi; Laura Palagi; Mauro Piacentini (Optim. Lett., 2011)

SpeeDP: an algorithm to compute SDP bounds for very large Max-Cut instances. - Luigi Grippo; Laura Palagi; Mauro Piacentini; Veronica Piccialli; Giovanni Rinaldi (Math. Program., 2012)

An Exact Algorithm for Nonconvex Quadratic Integer Minimization Using Ellipsoidal Relaxations. - Christoph Buchheim; Marianna De Santis; Laura Palagi; Mauro Piacentini (SIAM J. Optim., 2013)

Profiled QoE based network controller. - Silvia Canale; Federico Cimorelli; Francisco Facchinei; Raffaele Gambuti; Laura Palagi; Vincenzo Suraci (MED, 2015)

A QoE-aware dynamic bandwidth allocation algorithm based on game theory. - Guido Oddi; Antonio Pietrabissa; Francesco Delli Priscoli; Francisco Facchinei; Laura Palagi; Andrea Lanna (MED, 2015)

Using SVM to combine global heuristics for the Standard Quadratic Problem. - Umberto Dellepiane; Laura Palagi (Eur. J. Oper. Res., 2015)

Foreword. - Laura Palagi; Fabio Schoen (Optim. Methods Softw., 2015)

A fast branch-and-bound algorithm for non-convex quadratic integer optimization subject to linear constraints using ellipsoidal relaxations. - Christoph Buchheim; Marianna De Santis; Laura Palagi (Oper. Res. Lett., 2015)

One-Way Free Floating Car-Sharing: Applying Vehicle-Generated Data to Assess the Market Demand Potential of Urban Zones. - Yuri M. Chianese; Alessandro Avenali; Raffaele Gambuti; Laura Palagi (COMPSAC (2), 2017)

Parallel decomposition methods for linearly constrained problems subject to simple bound with application to the SVMs training. - Andrea Manno; Laura Palagi; Simone Sagratella (Comput. Optim. Appl., 2018)

Swlda Offers a Valuable Trade-off between interpretability and accuracy for rehabilitative BCIs. - Emma Colamarino; Tommaso Colombo; Floriana Pichiorri; Donatella Mattia; Laura Palagi; Febo Cincotti (GBCIC, 2019)

Case Article - Production and Distribution Optimization of Beach Equipment for the Marinero Company. - Andrea Manno; Laura Palagi; Simone Sagratella (INFORMS Trans. Educ., 2019)

Case - Production and Distribution Optimization of Beach Equipment for the Marinero Company. - Andrea Manno; Laura Palagi; Simone Sagratella (INFORMS Trans. Educ., 2019)

Global optimization issues in deep network regression: an overview. - Laura Palagi (J. Glob. Optim., 2019)

Branching with hyperplanes in the criterion space: The frontier partitioner algorithm for biobjective integer programming. - Marianna De Santis; Giorgio Grani; Laura Palagi (Eur. J. Oper. Res., 2020)

Block layer decomposition schemes for training deep neural networks. - Laura Palagi; Ruggiero Seccia (J. Glob. Optim., 2020)

An Integer Black-Box Optimization Model for Repairable Spare Parts Management. - Giuseppe Bernabei; Francesco Costantino; Laura Palagi; Riccardo Patriarca; Francesco Romito (Int. J. Inf. Syst. Supply Chain Manag., 2021)

On the convergence of a Block-Coordinate Incremental Gradient method. - Laura Palagi; Ruggiero Seccia (Soft Comput., 2021)

AI-based Data Preparation and Data Analytics in Healthcare: The Case of Diabetes. - Marianna Maranghi; Aris Anagnostopoulos; Irene Cannistraci; Ioannis Chatzigiannakis; Federico Croce; Giulia Di Teodoro; Michele Gentili; Giorgio Grani; Maurizio Lenzerini; Stefano Leonardi 001; Andrea Mastropietro; Laura Palagi; et al. (CoRR, 2022)

Solving the vehicle routing problem with deep reinforcement learning. - Simone Foa; Corrado Coppola; Giorgio Grani; Laura Palagi (CoRR, 2022)

A Computational Study on the Site and Power Assignment Problem in Wireless Networks. - Pasquale Avella; Alice Calamita; Laura Palagi (CoRR, 2022)

Convergence under Lipschitz smoothness of ease-controlled Random Reshuffling gradient Algorithms. - Giampaolo Liuzzi; Laura Palagi; Ruggiero Seccia (CoRR, 2022)

Incorporating temporal dynamics of mutations to enhance the prediction capability of antiretroviral therapy's outcome for HIV-1. - Giulia Di Teodoro; Martin Pirkl; Francesca Incardona; Ilaria Vicenti; Anders Sönnerborg; Rolf Kaiser; Laura Palagi; Maurizio Zazzi; Thomas Lengauer (CoRR, 2023)

A compact formulation for the base station deployment problem in wireless networks. - Pasquale Avella; Alice Calamita; Laura Palagi (Networks, 2023)

Benders decomposition for congested partial set covering location with uncertain demand. - Alice Calamita; Ivana Ljubic; Laura Palagi (CoRR, 2024)

Feature selection in linear SVMs via hard cardinality constraint: a scalable SDP decomposition approach. - Immanuel M. Bomze; Federico D'Onofrio; Laura Palagi; Bo Peng (CoRR, 2024)

Beyond adaptive gradient: Fast-Controlled Minibatch Algorithm for large-scale optimization. - Corrado Coppola; Lorenzo Papa; Irene Amerini; Laura Palagi (CoRR, 2024)

Modern optimization approaches to classification - Special issue editorial. - António Pedro Duarte Silva; Laura Palagi; Veronica Piccialli (EURO J. Comput. Optim., 2024)

Unboxing Tree ensembles for interpretability: A hierarchical visualization tool and a multivariate optimal re-built tree. - Giulia Di Teodoro; Marta Monaci; Laura Palagi (EURO J. Comput. Optim., 2024)

Margin optimal classification trees. - Federico D'Onofrio; Giorgio Grani; Marta Monaci; Laura Palagi (Comput. Oper. Res., 2024)

A graph neural network-based model with out-of-distribution robustness for enhancing antiretroviral therapy outcome prediction for HIV-1. - Giulia Di Teodoro; Federico Siciliano; Valerio Guarrasi; Anne-Mieke Vandamme; Valeria Ghisetti; Anders Sönnerborg; Maurizio Zazzi; Fabrizio Silvestri; Laura Palagi (Comput. Medical Imaging Graph., 2025)

Convergence of ease-controlled random reshuffling gradient algorithms under Lipschitz smoothness. - Ruggiero Seccia; Corrado Coppola; Giampaolo Liuzzi; Laura Palagi (Comput. Optim. Appl., 2025)

Multi-criteria Optimization Scheduling of Surgical Units: A Case Study at Policlinico Umberto I of Rome. - Anna Livia Croella; Edoardo Maria Tronci; Alberto Nastasi; Laura Palagi; Federico Petitti; Ferdinando Romano (Oper. Res. Forum, 2025)