Francesco Rinaldi

89 papers A* 2C 2Journal 82Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Probabilistic iterative hard thresholding for sparse learning. Comput. Optim. Appl. Matteo Bergamaschi, Andrea Cristofari, Vyacheslav Kungurtsev, Francesco Rinaldi
2025	J	`jnl`	An Efficient Network-aware Direct Search Method for Influence Maximization. CoRR Matteo Bergamaschi, Sara Venturini, Francesco Tudisco, Francesco Rinaldi
2025	J	`jnl`	An efficient network-aware direct search method for influence maximization. J. Complex Networks Matteo Bergamaschi, Sara Venturini, Francesco Tudisco, Francesco Rinaldi
2025	J	`jnl`	Direct-search methods in the year 2025: Theoretical guarantees and algorithmic paradigms. EURO J. Comput. Optim. Kwassi Joseph Dzahini, Francesco Rinaldi, Clément W. Royer, Damiano Zeffiro
2025	J	`jnl`	Dissecting the RAD51-BRC4 Interaction Landscape through Integrative Molecular Simulations and Experimental Biophysics. J. Chem. Inf. Model. Veronica Bresciani, Francesco Rinaldi, Pedro Franco, Stefania Girotto, Andrea Cavalli, Julian D. Langer, Matteo Masetti, Mattia Bernetti
2025	J	`jnl`	Exploring the Potential of Bilevel Optimization for Calibrating Neural Networks. CoRR Gabriele Sanguin, Arjun Pakrashi, Marco Viola, Francesco Rinaldi
2025	J	`jnl`	Fast and Simple Multiclass Data Segmentation: An Eigendecomposition and Projection-Free Approach. CoRR Chiara Faccio, Margherita Porcelli, Francesco Rinaldi, Martin Stoll
2025	J	`jnl`	Projection free methods on product domains. Comput. Optim. Appl. Immanuel M. Bomze, Francesco Rinaldi, Damiano Zeffiro
2025	J	`jnl`	Relax and penalize: a new bilevel approach to mixed-binary hyperparameter optimization. Trans. Mach. Learn. Res. Sara Venturini, Marianna De Santis, Jordan Patracone, Martin Schmidt, Francesco Rinaldi, Saverio Salzo
2025	J	`jnl`	The Effects of Remote Working on Scientific Collaboration and Impact. CoRR Sara Venturini, Satyaki Sikdar, Martina Mazzarello, Francesco Rinaldi, Francesco Tudisco, Paolo Santi, Santo Fortunato, Carlo Ratti
2025	A*	`conf`	dEBORA: Efficient Bilevel Optimization-based low-Rank Adaptation. ICLR Emanuele Zangrando, Sara Venturini, Francesco Rinaldi, Francesco Tudisco
2024	J	`jnl`	An oracle-based framework for robust combinatorial optimization. J. Glob. Optim. Enrico Bettiol, Christoph Buchheim, Marianna De Santis, Francesco Rinaldi
2024	—	`conf`	Exploring the Potential of Bilevel Optimization for Calibrating Neural Networks. AICS Gabriele Sanguin, Arjun Pakrashi, Marco Viola, Francesco Rinaldi
2024	J	`jnl`	Frank-Wolfe and friends: a journey into projection-free first-order optimization methods. Ann. Oper. Res. Immanuel M. Bomze, Francesco Rinaldi, Damiano Zeffiro
2024	J	`jnl`	Inexact direct-search methods for bilevel optimization problems. Comput. Optim. Appl. Youssef Diouane, Vyacheslav Kungurtsev, Francesco Rinaldi, Damiano Zeffiro
2024	J	`jnl`	Probabilistic Iterative Hard Thresholding for Sparse Learning. CoRR Matteo Bergamaschi, Andrea Cristofari, Vyacheslav Kungurtsev, Francesco Rinaldi
2024	J	`jnl`	Retraction-Based Direct Search Methods for Derivative Free Riemannian Optimization. J. Optim. Theory Appl. Vyacheslav Kungurtsev, Francesco Rinaldi, Damiano Zeffiro
2024	J	`jnl`	Stochastic Trust-Region and Direct-Search Methods: A Weak Tail Bound Condition and Reduced Sample Sizing. SIAM J. Optim. Francesco Rinaldi, Luís Nunes Vicente, Damiano Zeffiro
2024	J	`jnl`	What we should learn from pandemic publishing. CoRR Satyaki Sikdar, Sara Venturini, Marie-Laure Charpignon, Sagar Kumar, Francesco Rinaldi, Francesco Tudisco, Santo Fortunato, Maimuna S. Majumder
2023	J	`jnl`	A Unifying Framework for Sparsity-Constrained Optimization. J. Optim. Theory Appl. Matteo Lapucci, Tommaso Levato, Francesco Rinaldi, Marco Sciandrone
2023	J	`jnl`	An improved penalty algorithm using model order reduction for MIPDECO problems with partial observations. Comput. Optim. Appl. Dominik Garmatter, Margherita Porcelli, Francesco Rinaldi, Martin Stoll
2023	J	`jnl`	Avoiding bad steps in Frank-Wolfe variants. Comput. Optim. Appl. Francesco Rinaldi, Damiano Zeffiro
2023	J	`jnl`	Collaboration and topic switches in science. CoRR Sara Venturini, Satyaki Sikdar, Francesco Rinaldi, Francesco Tudisco, Santo Fortunato
2023	J	`jnl`	Laplacian-based Semi-Supervised Learning in Multilayer Hypergraphs by Coordinate Descent. CoRR Sara Venturini, Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco
2023	J	`jnl`	Laplacian-based semi-Supervised learning in multilayer hypergraphs by coordinate descent. EURO J. Comput. Optim. Sara Venturini, Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco
2023	A*	`conf`	Learning the Right Layers a Data-Driven Layer-Aggregation Strategy for Semi-Supervised Learning on Multilayer Graphs. ICML Sara Venturini, Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco
2023	J	`jnl`	Learning the Right Layers: a Data-Driven Layer-Aggregation Strategy for Semi-Supervised Learning on Multilayer Graphs. CoRR Sara Venturini, Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco
2023	J	`jnl`	Relax and penalize: a new bilevel approach to mixed-binary hyperparameter optimization. CoRR Marianna De Santis, Jordan Frécon, Francesco Rinaldi, Saverio Salzo, Martin Schmidt
2022	J	`jnl`	A variance-aware multiobjective Louvain-like method for community detection in multiplex networks. J. Complex Networks Sara Venturini, Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco
2022	J	`jnl`	Derivative-free methods for mixed-integer nonsmooth constrained optimization. Comput. Optim. Appl. Tommaso Giovannelli, Giampaolo Liuzzi, Stefano Lucidi, Francesco Rinaldi
2022	J	`jnl`	Fast Cluster Detection in Networks by First Order Optimization. SIAM J. Math. Data Sci. Immanuel M. Bomze, Francesco Rinaldi, Damiano Zeffiro
2022	J	`jnl`	Improved penalty algorithm for mixed integer PDE constrained optimization problems. Comput. Math. Appl. Dominik Garmatter, Margherita Porcelli, Francesco Rinaldi, Martin Stoll
2022	J	`jnl`	Minimization over the ℓ Comput. Optim. Appl. Andrea Cristofari, Marianna De Santis, Stefano Lucidi, Francesco Rinaldi
2022	J	`jnl`	Mining for diamonds - Matrix generation algorithms for binary quadratically constrained quadratic problems. Comput. Oper. Res. Enrico Bettiol, Immanuel M. Bomze, Lucas Létocart, Francesco Rinaldi, Emiliano Traversi
2022	J	`jnl`	Solving non-monotone equilibrium problems via a DIRECT-type approach. J. Glob. Optim. Stefano Lucidi, Mauro Passacantando, Francesco Rinaldi
2021	J	`jnl`	A Derivative-Free Method for Structured Optimization Problems. SIAM J. Optim. Andrea Cristofari, Francesco Rinaldi
2021	J	`jnl`	A zeroth order method for stochastic weakly convex optimization. Comput. Optim. Appl. Vyacheslav Kungurtsev, Francesco Rinaldi
2021	J	`jnl`	An Improved Penalty Algorithm using Model Order Reduction for MIPDECO problems with partial observations. CoRR Dominik Garmatter, Margherita Porcelli, Francesco Rinaldi, Martin Stoll
2021	—	`conf`	Code Protection Techniques when Distributed in Source Format: an Adobe Connect Pod Written in Javascript. SYSTEM Alessandro Simonetta, Francesco Rinaldi
2021	J	`jnl`	Frank-Wolfe and friends: a journey into projection-free first-order optimization methods. 4OR Immanuel M. Bomze, Francesco Rinaldi, Damiano Zeffiro
2021	J	`jnl`	Louvain-like Methods for Community Detection in Multi-Layer Networks. CoRR Sara Venturini, Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco
2021	J	`jnl`	Scanning integer points with lex-inequalities: a finite cutting plane algorithm for integer programming with linear objective. 4OR Michele Conforti, Marianna De Santis, Marco Di Summa, Francesco Rinaldi
2020	J	`jnl`	A conjugate direction based simplicial decomposition framework for solving a specific class of dense convex quadratic programs. Comput. Optim. Appl. Enrico Bettiol, Lucas Létocart, Francesco Rinaldi, Emiliano Traversi
2020	J	`jnl`	Active Set Complexity of the Away-Step Frank-Wolfe Algorithm. SIAM J. Optim. Immanuel M. Bomze, Francesco Rinaldi, Damiano Zeffiro
2020	J	`jnl`	An active-set algorithmic framework for non-convex optimization problems over the simplex. Comput. Optim. Appl. Andrea Cristofari, Marianna De Santis, Stefano Lucidi, Francesco Rinaldi
2020	J	`jnl`	An algorithmic framework based on primitive directions and nonmonotone line searches for black-box optimization problems with integer variables. Math. Program. Comput. Giampaolo Liuzzi, Stefano Lucidi, Francesco Rinaldi
2020	J	`jnl`	Total Variation Based Community Detection Using a Nonlinear Optimization Approach. SIAM J. Appl. Math. Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco
2019	J	`jnl`	A General Regularized Continuous Formulation for the Maximum Clique Problem. Math. Oper. Res. James T. Hungerford, Francesco Rinaldi
2019	J	`jnl`	First-order Methods for the Impatient: Support Identification in Finite Time with Convergent Frank-Wolfe Variants. SIAM J. Optim. Immanuel M. Bomze, Francesco Rinaldi, Samuel Rota Bulò
2019	J	`jnl`	Improved Penalty Algorithm for Mixed Integer PDE Constrained Optimization (MIPDECO) Problems. CoRR Dominik Garmatter, Margherita Porcelli, Francesco Rinaldi, Martin Stoll
2019	J	`jnl`	Pure infection-immunization dynamics for partnership games: A correction. Games Econ. Behav. Immanuel M. Bomze, Francesco Rinaldi, Samuel Rota Bulò
2019	J	`jnl`	Total variation based community detection using a nonlinear optimization approach. CoRR Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco
2019	J	`jnl`	Trust-Region Methods for the Derivative-Free Optimization of Nonsmooth Black-Box Functions. SIAM J. Optim. Giampaolo Liuzzi, Stefano Lucidi, Francesco Rinaldi, Luís Nunes Vicente
2018	J	`jnl`	A Frank-Wolfe based branch-and-bound algorithm for mean-risk optimization. J. Glob. Optim. Christoph Buchheim, Marianna De Santis, Francesco Rinaldi, Long Trieu
2018	J	`jnl`	A multi-objective DIRECT algorithm for ship hull optimization. Comput. Optim. Appl. Emilio Fortunato Campana, Matteo Diez, Giampaolo Liuzzi, Stefano Lucidi, Riccardo Pellegrini, Veronica Piccialli, Francesco Rinaldi, Andrea Serani
2017	J	`jnl`	A Two-Stage Active-Set Algorithm for Bound-Constrained Optimization. J. Optim. Theory Appl. Andrea Cristofari, Marianna De Santis, Stefano Lucidi, Francesco Rinaldi
2017	—	`conf`	Hybrid Global/Local Derivative-Free Multi-objective Optimization via Deterministic Particle Swarm with Local Linesearch. MOD Riccardo Pellegrini, Andrea Serani, Giampaolo Liuzzi, Francesco Rinaldi, Stefano Lucidi, Emilio Fortunato Campana, Umberto Iemma, Matteo Diez
2016	J	`jnl`	A DIRECT-type approach for derivative-free constrained global optimization. Comput. Optim. Appl. Gianni Di Pillo, Giampaolo Liuzzi, Stefano Lucidi, Veronica Piccialli, Francesco Rinaldi
2016	J	`jnl`	A Derivative-Free Approach to Constrained Multiobjective Nonsmooth Optimization. SIAM J. Optim. Giampaolo Liuzzi, Stefano Lucidi, Francesco Rinaldi
2016	J	`jnl`	A Fast Active Set Block Coordinate Descent Algorithm for ℓ SIAM J. Optim. Marianna De Santis, Stefano Lucidi, Francesco Rinaldi
2016	J	`jnl`	A Feasible Active Set Method with Reoptimization for Convex Quadratic Mixed-Integer Programming. SIAM J. Optim. Christoph Buchheim, Marianna De Santis, Stefano Lucidi, Francesco Rinaldi, Long Trieu
2016	J	`jnl`	A Simulation-Based Multiobjective Optimization Approach for Health Care Service Management. IEEE Trans Autom. Sci. Eng. Stefano Lucidi, Massimo Maurici, Luca Paulon, Francesco Rinaldi, Massimo Roma
2016	J	`jnl`	A derivative-free approach for a simulation-based optimization problem in healthcare. Optim. Lett. Stefano Lucidi, Massimo Maurici, Luca Paulon, Francesco Rinaldi, Massimo Roma
2016	J	`jnl`	A nonmonotone GRASP. Math. Program. Comput. Marianna De Santis, Paola Festa, Giampaolo Liuzzi, Stefano Lucidi, Francesco Rinaldi
2015	J	`jnl`	A Derivative-Free Algorithm for Constrained Global Optimization Based on Exact Penalty Functions. J. Optim. Theory Appl. Gianni Di Pillo, Stefano Lucidi, Francesco Rinaldi
2015	J	`jnl`	A class of derivative-free nonmonotone optimization algorithms employing coordinate rotations and gradient approximations. Comput. Optim. Appl. Luigi Grippo, Francesco Rinaldi
2015	J	`jnl`	Derivative-Free Methods for Mixed-Integer Constrained Optimization Problems. J. Optim. Theory Appl. Giampaolo Liuzzi, Stefano Lucidi, Francesco Rinaldi
2015	J	`jnl`	Derivative-Free Robust Optimization for Circuit Design. J. Optim. Theory Appl. Angelo Ciccazzo, Vittorio Latorre, Giampaolo Liuzzi, Stefano Lucidi, Francesco Rinaldi
2015	J	`jnl`	Solving ℓ Optim. Lett. Giampaolo Liuzzi, Francesco Rinaldi
2014	J	`jnl`	A Fast Active Set Block Coordinate Descent Algorithm for ℓ CoRR Marianna De Santis, Stefano Lucidi, Francesco Rinaldi
2014	J	`jnl`	A Linesearch-Based Derivative-Free Approach for Nonsmooth Constrained Optimization. SIAM J. Optim. Giovanni Fasano, Giampaolo Liuzzi, Stefano Lucidi, Francesco Rinaldi
2014	J	`jnl`	A variable fixing version of the two-block nonlinear constrained Gauss-Seidel algorithm for \(\ell _1\) -regularized least-squares. Comput. Optim. Appl. Margherita Porcelli, Francesco Rinaldi
2014	J	`jnl`	Combining optimization and machine learning techniques for genome-wide prediction of human cell cycle-regulated genes. Bioinform. Marianna De Santis, Francesco Rinaldi, Emmanuela Falcone, Stefano Lucidi, Giulia Piaggio, Aymone Gurtner, Lorenzo Farina
2014	J	`jnl`	Feasibility Pump-like heuristics for mixed integer problems. Discret. Appl. Math. Marianna De Santis, Stefano Lucidi, Francesco Rinaldi
2013	J	`jnl`	A New Class of Functions for Measuring Solution Integrality in the Feasibility Pump Approach. SIAM J. Optim. Marianna De Santis, Stefano Lucidi, Francesco Rinaldi
2013	J	`jnl`	An exact penalty global optimization approach for mixed-integer programming problems. Optim. Lett. Stefano Lucidi, Francesco Rinaldi
2012	J	`jnl`	A concave optimization-based approach for sparse portfolio selection. Optim. Methods Softw. David Di Lorenzo, Giampaolo Liuzzi, Francesco Rinaldi, Fabio Schoen, Marco Sciandrone
2012	J	`jnl`	An approach to constrained global optimization based on exact penalty functions. J. Glob. Optim. Gianni Di Pillo, Stefano Lucidi, Francesco Rinaldi
2012	J	`jnl`	Continuous Reformulations for Zero-One Programming Problems. J. Optim. Theory Appl. Marianna De Santis, Francesco Rinaldi
2012	J	`jnl`	Derivative-free methods for bound constrained mixed-integer optimization. Comput. Optim. Appl. Giampaolo Liuzzi, Stefano Lucidi, Francesco Rinaldi
2012	J	`jnl`	Finite-Element-Based Multiobjective Design Optimization Procedure of Interior Permanent Magnet Synchronous Motors for Wide Constant-Power Region Operation. IEEE Trans. Ind. Electron. Francesco Parasiliti Collazzo, Marco Villani, Stefano Lucidi, Francesco Rinaldi
2011	C	`conf`	A New Feasibility Pump-Like Heuristic for Mixed Integer Problems. CTW Marianna De Santis, Stefano Lucidi, Francesco Rinaldi
2011	J	`jnl`	Concave programming for finding sparse solutions to problems with convex constraints. Optim. Methods Softw. Francesco Rinaldi
2011	C	`conf`	Continuous Reformulations for Zero-one Programming Problems. CTW Marianna De Santis, Stefano Lucidi, Francesco Rinaldi
2011	J	`jnl`	Path loss prediction in urban environment using learning machines and dimensionality reduction techniques. Comput. Manag. Sci. Mauro Piacentini, Francesco Rinaldi
2010	J	`jnl`	Concave programming for minimizing the zero-norm over polyhedral sets. Comput. Optim. Appl. Francesco Rinaldi, Fabio Schoen, Marco Sciandrone
2010	J	`jnl`	Feature selection combining linear support vector machines and concave optimization. Optim. Methods Softw. Francesco Rinaldi, Marco Sciandrone
2009	J	`jnl`	A patient adaptable ECG beat classifier based on neural networks. Appl. Math. Comput. Andrea De Gaetano, Simona Panunzi, Francesco Rinaldi, Arnaldo Risi, Marco Sciandrone
2009	J	`jnl`	New results on the equivalence between zero-one programming and continuous concave programming. Optim. Lett. Francesco Rinaldi