Francesco Rinaldi

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 53

Top Topics

Integer Program

Constrained Optimization

Community Detection

Top Venues

Comput. Optim. Appl.

J. Optim. Theory Appl.

Publications

Francesco Rinaldi, Luís Nunes Vicente, Damiano Zeffiro
Stochastic Trust-Region and Direct-Search Methods: A Weak Tail Bound Condition and Reduced Sample Sizing. SIAM J. Optim. 34 (2) (2024)
Enrico Bettiol, Christoph Buchheim, Marianna De Santis, Francesco Rinaldi
An oracle-based framework for robust combinatorial optimization. J. Glob. Optim. 88 (1) (2024)
Youssef Diouane, Vyacheslav Kungurtsev, Francesco Rinaldi, Damiano Zeffiro
Inexact direct-search methods for bilevel optimization problems. Comput. Optim. Appl. 88 (2) (2024)
Sara Venturini, Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco
Laplacian-based Semi-Supervised Learning in Multilayer Hypergraphs by Coordinate Descent. CoRR (2023)
Dominik Garmatter, Margherita Porcelli, Francesco Rinaldi, Martin Stoll
An improved penalty algorithm using model order reduction for MIPDECO problems with partial observations. Comput. Optim. Appl. 84 (1) (2023)
Sara Venturini, Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco
Learning the Right Layers: a Data-Driven Layer-Aggregation Strategy for Semi-Supervised Learning on Multilayer Graphs. CoRR (2023)
Sara Venturini, Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco
Laplacian-based semi-Supervised learning in multilayer hypergraphs by coordinate descent. EURO J. Comput. Optim. 11 (2023)
Matteo Lapucci, Tommaso Levato, Francesco Rinaldi, Marco Sciandrone
A Unifying Framework for Sparsity-Constrained Optimization. J. Optim. Theory Appl. 199 (2) (2023)
Sara Venturini, Satyaki Sikdar, Francesco Rinaldi, Francesco Tudisco, Santo Fortunato
Collaboration and topic switches in science. CoRR (2023)
Francesco Rinaldi, Damiano Zeffiro
Avoiding bad steps in Frank-Wolfe variants. Comput. Optim. Appl. 84 (1) (2023)
Marianna De Santis, Jordan Frécon, Francesco Rinaldi, Saverio Salzo, Martin Schmidt
Relax and penalize: a new bilevel approach to mixed-binary hyperparameter optimization. CoRR (2023)
Sara Venturini, Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco
Learning the Right Layers a Data-Driven Layer-Aggregation Strategy for Semi-Supervised Learning on Multilayer Graphs. ICML (2023)
Dominik Garmatter, Margherita Porcelli, Francesco Rinaldi, Martin Stoll
Improved penalty algorithm for mixed integer PDE constrained optimization problems. Comput. Math. Appl. 116 (2022)
Immanuel M. Bomze, Francesco Rinaldi, Damiano Zeffiro
Fast Cluster Detection in Networks by First Order Optimization. SIAM J. Math. Data Sci. 4 (1) (2022)
Enrico Bettiol, Immanuel M. Bomze, Lucas Létocart, Francesco Rinaldi, Emiliano Traversi
Mining for diamonds - Matrix generation algorithms for binary quadratically constrained quadratic problems. Comput. Oper. Res. 142 (2022)
Sara Venturini, Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco
A variance-aware multiobjective Louvain-like method for community detection in multiplex networks. J. Complex Networks 10 (6) (2022)
Tommaso Giovannelli, Giampaolo Liuzzi, Stefano Lucidi, Francesco Rinaldi
Derivative-free methods for mixed-integer nonsmooth constrained optimization. Comput. Optim. Appl. 82 (2) (2022)
Stefano Lucidi, Mauro Passacantando, Francesco Rinaldi
Solving non-monotone equilibrium problems via a DIRECT-type approach. J. Glob. Optim. 83 (4) (2022)
Andrea Cristofari, Marianna De Santis, Stefano Lucidi, Francesco Rinaldi
-ball using an active-set non-monotone projected gradient. Comput. Optim. Appl. 83 (2) (2022)
Michele Conforti, Marianna De Santis, Marco Di Summa, Francesco Rinaldi
Scanning integer points with lex-inequalities: a finite cutting plane algorithm for integer programming with linear objective. 4OR 19 (4) (2021)
Immanuel M. Bomze, Francesco Rinaldi, Damiano Zeffiro
Frank-Wolfe and friends: a journey into projection-free first-order optimization methods. 4OR 19 (3) (2021)
Sara Venturini, Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco
Louvain-like Methods for Community Detection in Multi-Layer Networks. CoRR (2021)
Andrea Cristofari, Francesco Rinaldi
A Derivative-Free Method for Structured Optimization Problems. SIAM J. Optim. 31 (2) (2021)
Vyacheslav Kungurtsev, Francesco Rinaldi
A zeroth order method for stochastic weakly convex optimization. Comput. Optim. Appl. 80 (3) (2021)
Dominik Garmatter, Margherita Porcelli, Francesco Rinaldi, Martin Stoll
An Improved Penalty Algorithm using Model Order Reduction for MIPDECO problems with partial observations. CoRR (2021)
Alessandro Simonetta, Francesco Rinaldi
Code Protection Techniques when Distributed in Source Format: an Adobe Connect Pod Written in Javascript. SYSTEM (2021)
Immanuel M. Bomze, Francesco Rinaldi, Damiano Zeffiro
Active Set Complexity of the Away-Step Frank-Wolfe Algorithm. SIAM J. Optim. 30 (3) (2020)
Enrico Bettiol, Lucas Létocart, Francesco Rinaldi, Emiliano Traversi
A conjugate direction based simplicial decomposition framework for solving a specific class of dense convex quadratic programs. Comput. Optim. Appl. 75 (2) (2020)
Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco
Total Variation Based Community Detection Using a Nonlinear Optimization Approach. SIAM J. Appl. Math. 80 (3) (2020)
Giampaolo Liuzzi, Stefano Lucidi, Francesco Rinaldi
An algorithmic framework based on primitive directions and nonmonotone line searches for black-box optimization problems with integer variables. Math. Program. Comput. 12 (4) (2020)
Andrea Cristofari, Marianna De Santis, Stefano Lucidi, Francesco Rinaldi
An active-set algorithmic framework for non-convex optimization problems over the simplex. Comput. Optim. Appl. 77 (1) (2020)
Immanuel M. Bomze, Francesco Rinaldi, Samuel Rota Bulò
Pure infection-immunization dynamics for partnership games: A correction. Games Econ. Behav. 114 (2019)
Immanuel M. Bomze, Francesco Rinaldi, Samuel Rota Bulò
First-order Methods for the Impatient: Support Identification in Finite Time with Convergent Frank-Wolfe Variants. SIAM J. Optim. 29 (3) (2019)
Giampaolo Liuzzi, Stefano Lucidi, Francesco Rinaldi, Luís Nunes Vicente
Trust-Region Methods for the Derivative-Free Optimization of Nonsmooth Black-Box Functions. SIAM J. Optim. 29 (4) (2019)
James T. Hungerford, Francesco Rinaldi
A General Regularized Continuous Formulation for the Maximum Clique Problem. Math. Oper. Res. 44 (4) (2019)
Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco
Total variation based community detection using a nonlinear optimization approach. CoRR (2019)
Dominik Garmatter, Margherita Porcelli, Francesco Rinaldi, Martin Stoll
Improved Penalty Algorithm for Mixed Integer PDE Constrained Optimization (MIPDECO) Problems. CoRR (2019)
Emilio Fortunato Campana, Matteo Diez, Giampaolo Liuzzi, Stefano Lucidi, Riccardo Pellegrini, Veronica Piccialli, Francesco Rinaldi, Andrea Serani
A multi-objective DIRECT algorithm for ship hull optimization. Comput. Optim. Appl. 71 (1) (2018)
Christoph Buchheim, Marianna De Santis, Francesco Rinaldi, Long Trieu
A Frank-Wolfe based branch-and-bound algorithm for mean-risk optimization. J. Glob. Optim. 70 (3) (2018)
Andrea Cristofari, Marianna De Santis, Stefano Lucidi, Francesco Rinaldi
A Two-Stage Active-Set Algorithm for Bound-Constrained Optimization. J. Optim. Theory Appl. 172 (2) (2017)
Riccardo Pellegrini, Andrea Serani, Giampaolo Liuzzi, Francesco Rinaldi, Stefano Lucidi, Emilio Fortunato Campana, Umberto Iemma, Matteo Diez
Hybrid Global/Local Derivative-Free Multi-objective Optimization via Deterministic Particle Swarm with Local Linesearch. MOD (2017)
Marianna De Santis, Paola Festa, Giampaolo Liuzzi, Stefano Lucidi, Francesco Rinaldi
A nonmonotone GRASP. Math. Program. Comput. 8 (3) (2016)
Stefano Lucidi, Massimo Maurici, Luca Paulon, Francesco Rinaldi, Massimo Roma
A derivative-free approach for a simulation-based optimization problem in healthcare. Optim. Lett. 10 (2) (2016)
Marianna De Santis, Stefano Lucidi, Francesco Rinaldi
-Regularized Least Squares. SIAM J. Optim. 26 (1) (2016)
Christoph Buchheim, Marianna De Santis, Stefano Lucidi, Francesco Rinaldi, Long Trieu
A Feasible Active Set Method with Reoptimization for Convex Quadratic Mixed-Integer Programming. SIAM J. Optim. 26 (3) (2016)
Giampaolo Liuzzi, Stefano Lucidi, Francesco Rinaldi
A Derivative-Free Approach to Constrained Multiobjective Nonsmooth Optimization. SIAM J. Optim. 26 (4) (2016)
Gianni Di Pillo, Giampaolo Liuzzi, Stefano Lucidi, Veronica Piccialli, Francesco Rinaldi
A DIRECT-type approach for derivative-free constrained global optimization. Comput. Optim. Appl. 65 (2) (2016)
Stefano Lucidi, Massimo Maurici, Luca Paulon, Francesco Rinaldi, Massimo Roma
A Simulation-Based Multiobjective Optimization Approach for Health Care Service Management. IEEE Trans Autom. Sci. Eng. 13 (4) (2016)
Giampaolo Liuzzi, Stefano Lucidi, Francesco Rinaldi
Derivative-Free Methods for Mixed-Integer Constrained Optimization Problems. J. Optim. Theory Appl. 164 (3) (2015)
Gianni Di Pillo, Stefano Lucidi, Francesco Rinaldi
A Derivative-Free Algorithm for Constrained Global Optimization Based on Exact Penalty Functions. J. Optim. Theory Appl. 164 (3) (2015)
Luigi Grippo, Francesco Rinaldi
A class of derivative-free nonmonotone optimization algorithms employing coordinate rotations and gradient approximations. Comput. Optim. Appl. 60 (1) (2015)
Angelo Ciccazzo, Vittorio Latorre, Giampaolo Liuzzi, Stefano Lucidi, Francesco Rinaldi
Derivative-Free Robust Optimization for Circuit Design. J. Optim. Theory Appl. 164 (3) (2015)
Giampaolo Liuzzi, Francesco Rinaldi
-penalized problems with simple constraints via the Frank-Wolfe reduced dimension method. Optim. Lett. 9 (1) (2015)
Marianna De Santis, Stefano Lucidi, Francesco Rinaldi
-regularized least squares. CoRR (2014)
Marianna De Santis, Stefano Lucidi, Francesco Rinaldi
Feasibility Pump-like heuristics for mixed integer problems. Discret. Appl. Math. 165 (2014)
Giovanni Fasano, Giampaolo Liuzzi, Stefano Lucidi, Francesco Rinaldi
A Linesearch-Based Derivative-Free Approach for Nonsmooth Constrained Optimization. SIAM J. Optim. 24 (3) (2014)
Margherita Porcelli, Francesco Rinaldi
A variable fixing version of the two-block nonlinear constrained Gauss-Seidel algorithm for \(\ell _1\) -regularized least-squares. Comput. Optim. Appl. 59 (3) (2014)
Marianna De Santis, Francesco Rinaldi, Emmanuela Falcone, Stefano Lucidi, Giulia Piaggio, Aymone Gurtner, Lorenzo Farina
Combining optimization and machine learning techniques for genome-wide prediction of human cell cycle-regulated genes. Bioinform. 30 (2) (2014)
Stefano Lucidi, Francesco Rinaldi
An exact penalty global optimization approach for mixed-integer programming problems. Optim. Lett. 7 (2) (2013)
Marianna De Santis, Stefano Lucidi, Francesco Rinaldi
A New Class of Functions for Measuring Solution Integrality in the Feasibility Pump Approach. SIAM J. Optim. 23 (3) (2013)
David Di Lorenzo, Giampaolo Liuzzi, Francesco Rinaldi, Fabio Schoen, Marco Sciandrone
A concave optimization-based approach for sparse portfolio selection. Optim. Methods Softw. 27 (6) (2012)
Francesco Parasiliti, Marco Villani, Stefano Lucidi, Francesco Rinaldi
Finite-Element-Based Multiobjective Design Optimization Procedure of Interior Permanent Magnet Synchronous Motors for Wide Constant-Power Region Operation. IEEE Trans. Ind. Electron. 59 (6) (2012)
Marianna De Santis, Francesco Rinaldi
Continuous Reformulations for Zero-One Programming Problems. J. Optim. Theory Appl. 153 (1) (2012)
Gianni Di Pillo, Stefano Lucidi, Francesco Rinaldi
An approach to constrained global optimization based on exact penalty functions. J. Glob. Optim. 54 (2) (2012)
Giampaolo Liuzzi, Stefano Lucidi, Francesco Rinaldi
Derivative-free methods for bound constrained mixed-integer optimization. Comput. Optim. Appl. 53 (2) (2012)
Mauro Piacentini, Francesco Rinaldi
Path loss prediction in urban environment using learning machines and dimensionality reduction techniques. Comput. Manag. Sci. 8 (4) (2011)
Marianna De Santis, Stefano Lucidi, Francesco Rinaldi
A New Feasibility Pump-Like Heuristic for Mixed Integer Problems. CTW (2011)
Francesco Rinaldi
Concave programming for finding sparse solutions to problems with convex constraints. Optim. Methods Softw. 26 (6) (2011)
Marianna De Santis, Stefano Lucidi, Francesco Rinaldi
Continuous Reformulations for Zero-one Programming Problems. CTW (2011)
Francesco Rinaldi, Fabio Schoen, Marco Sciandrone
Concave programming for minimizing the zero-norm over polyhedral sets. Comput. Optim. Appl. 46 (3) (2010)
Francesco Rinaldi, Marco Sciandrone
Feature selection combining linear support vector machines and concave optimization. Optim. Methods Softw. 25 (1) (2010)
Francesco Rinaldi
New results on the equivalence between zero-one programming and continuous concave programming. Optim. Lett. 3 (3) (2009)
Andrea De Gaetano, Simona Panunzi, Francesco Rinaldi, Arnaldo Risi, Marco Sciandrone
A patient adaptable ECG beat classifier based on neural networks. Appl. Math. Comput. 213 (1) (2009)