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ORCIDFrancesco Rinaldi
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- affiliation: Department of Computer and System Sciences, Sapienza University of Rome
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2020 – today
- 2025
[i12]Gabriele Sanguin, Arjun Pakrashi, Marco Viola, Francesco Rinaldi:
Exploring the Potential of Bilevel Optimization for Calibrating Neural Networks. CoRR abs/2503.13113 (2025)- 2024
- [j61]Immanuel M. Bomze
, Francesco Rinaldi, Damiano Zeffiro:
Frank-Wolfe and friends: a journey into projection-free first-order optimization methods. Ann. Oper. Res. 343(2): 607-638 (2024) - [j60]Youssef Diouane, Vyacheslav Kungurtsev, Francesco Rinaldi, Damiano Zeffiro:
Inexact direct-search methods for bilevel optimization problems. Comput. Optim. Appl. 88(2): 469-490 (2024) - [j59]Enrico Bettiol, Christoph Buchheim, Marianna De Santis, Francesco Rinaldi:
An oracle-based framework for robust combinatorial optimization. J. Glob. Optim. 88(1): 27-51 (2024) - [j58]Vyacheslav Kungurtsev, Francesco Rinaldi, Damiano Zeffiro:
Retraction-Based Direct Search Methods for Derivative Free Riemannian Optimization. J. Optim. Theory Appl. 203(2): 1710-1735 (2024) - [j57]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): 2067-2092 (2024) - [i11]Matteo Bergamaschi, Andrea Cristofari, Vyacheslav Kungurtsev, Francesco Rinaldi:
Probabilistic Iterative Hard Thresholding for Sparse Learning. CoRR abs/2409.01413 (2024) - [i10]Satyaki Sikdar, Sara Venturini, Marie-Laure Charpignon, Sagar Kumar, Francesco Rinaldi, Francesco Tudisco, Santo Fortunato, Maimuna S. Majumder:
What we should learn from pandemic publishing. CoRR abs/2410.01838 (2024) - 2023
- [j56]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): 191-223 (2023) - [j55]Francesco Rinaldi, Damiano Zeffiro:
Avoiding bad steps in Frank-Wolfe variants. Comput. Optim. Appl. 84(1): 225-264 (2023) - [j54]Sara Venturini, Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco:
Laplacian-based semi-Supervised learning in multilayer hypergraphs by coordinate descent. EURO J. Comput. Optim. 11: 100079 (2023) - [j53]Matteo Lapucci, Tommaso Levato, Francesco Rinaldi, Marco Sciandrone:
A Unifying Framework for Sparsity-Constrained Optimization. J. Optim. Theory Appl. 199(2): 663-692 (2023) - [c5]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: 35006-35023 - [i9]Sara Venturini, Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco:
Laplacian-based Semi-Supervised Learning in Multilayer Hypergraphs by Coordinate Descent. CoRR abs/2301.12184 (2023) - [i8]Sara Venturini, Satyaki Sikdar, Francesco Rinaldi, Francesco Tudisco, Santo Fortunato:
Collaboration and topic switches in science. CoRR abs/2304.06826 (2023) - [i7]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 abs/2306.00152 (2023) - [i6]Marianna De Santis, Jordan Frécon, Francesco Rinaldi, Saverio Salzo, Martin Schmidt:
Relax and penalize: a new bilevel approach to mixed-binary hyperparameter optimization. CoRR abs/2308.10711 (2023) - 2022
- [j52]Dominik Garmatter, Margherita Porcelli, Francesco Rinaldi, Martin Stoll:
Improved penalty algorithm for mixed integer PDE constrained optimization problems. Comput. Math. Appl. 116: 2-14 (2022) - [j51]Tommaso Giovannelli, Giampaolo Liuzzi, Stefano Lucidi, Francesco Rinaldi:
Derivative-free methods for mixed-integer nonsmooth constrained optimization. Comput. Optim. Appl. 82(2): 293-327 (2022) - [j50]Andrea Cristofari, Marianna De Santis, Stefano Lucidi, Francesco Rinaldi:
Minimization over the ℓ 1-ball using an active-set non-monotone projected gradient. Comput. Optim. Appl. 83(2): 693-721 (2022) - [j49]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) - [j48]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: 105735 (2022) - [j47]Stefano Lucidi, Mauro Passacantando, Francesco Rinaldi:
Solving non-monotone equilibrium problems via a DIRECT-type approach. J. Glob. Optim. 83(4): 699-725 (2022) - [j46]Immanuel M. Bomze, Francesco Rinaldi, Damiano Zeffiro:
Fast Cluster Detection in Networks by First Order Optimization. SIAM J. Math. Data Sci. 4(1): 285-305 (2022) - 2021
- [j45]Immanuel M. Bomze, Francesco Rinaldi, Damiano Zeffiro:
Frank-Wolfe and friends: a journey into projection-free first-order optimization methods. 4OR 19(3): 313-345 (2021) - [j44]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): 531-548 (2021) - [j43]Vyacheslav Kungurtsev, Francesco Rinaldi:
A zeroth order method for stochastic weakly convex optimization. Comput. Optim. Appl. 80(3): 731-753 (2021) - [j42]Andrea Cristofari, Francesco Rinaldi:
A Derivative-Free Method for Structured Optimization Problems. SIAM J. Optim. 31(2): 1079-1107 (2021) - [c4]Alessandro Simonetta, Francesco Rinaldi:
Code Protection Techniques when Distributed in Source Format: an Adobe Connect Pod Written in Javascript. SYSTEM 2021: 32-39 - [i5]Sara Venturini, Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco:
Louvain-like Methods for Community Detection in Multi-Layer Networks. CoRR abs/2106.13543 (2021) - [i4]Dominik Garmatter, Margherita Porcelli, Francesco Rinaldi, Martin Stoll:
An Improved Penalty Algorithm using Model Order Reduction for MIPDECO problems with partial observations. CoRR abs/2110.03341 (2021) - 2020
- [j41]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): 321-360 (2020) - [j40]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): 57-89 (2020) - [j39]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): 673-702 (2020) - [j38]Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco:
Total Variation Based Community Detection Using a Nonlinear Optimization Approach. SIAM J. Appl. Math. 80(3): 1392-1419 (2020) - [j37]Immanuel M. Bomze, Francesco Rinaldi, Damiano Zeffiro:
Active Set Complexity of the Away-Step Frank-Wolfe Algorithm. SIAM J. Optim. 30(3): 2470-2500 (2020)
2010 – 2019
- 2019
- [j36]Immanuel M. Bomze, Francesco Rinaldi, Samuel Rota Bulò:
Pure infection-immunization dynamics for partnership games: A correction. Games Econ. Behav. 114: 315-317 (2019) - [j35]James T. Hungerford, Francesco Rinaldi:
A General Regularized Continuous Formulation for the Maximum Clique Problem. Math. Oper. Res. 44(4): 1161-1173 (2019) - [j34]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): 2211-2226 (2019) - [j33]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): 3012-3035 (2019) - [i3]Dominik Garmatter, Margherita Porcelli, Francesco Rinaldi, Martin Stoll:
Improved Penalty Algorithm for Mixed Integer PDE Constrained Optimization (MIPDECO) Problems. CoRR abs/1907.06462 (2019) - [i2]Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco:
Total variation based community detection using a nonlinear optimization approach. CoRR abs/1907.08048 (2019) - 2018
- [j32]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): 53-72 (2018) - [j31]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): 625-644 (2018) - 2017
- [j30]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): 369-401 (2017) - [c3]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: 198-209 - 2016
- [j29]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): 361-397 (2016) - [j28]Marianna De Santis, Paola Festa, Giampaolo Liuzzi, Stefano Lucidi, Francesco Rinaldi:
A nonmonotone GRASP. Math. Program. Comput. 8(3): 271-309 (2016) - [j27]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): 219-235 (2016) - [j26]Marianna De Santis, Stefano Lucidi, Francesco Rinaldi:
A Fast Active Set Block Coordinate Descent Algorithm for ℓ1-Regularized Least Squares. SIAM J. Optim. 26(1): 781-809 (2016) - [j25]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): 1695-1714 (2016) - [j24]Giampaolo Liuzzi, Stefano Lucidi, Francesco Rinaldi:
A Derivative-Free Approach to Constrained Multiobjective Nonsmooth Optimization. SIAM J. Optim. 26(4): 2744-2774 (2016) - [j23]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): 1480-1491 (2016) - 2015
- [j22]Luigi Grippo, Francesco Rinaldi:
A class of derivative-free nonmonotone optimization algorithms employing coordinate rotations and gradient approximations. Comput. Optim. Appl. 60(1): 1-33 (2015) - [j21]Angelo Ciccazzo, Vittorio Latorre, Giampaolo Liuzzi, Stefano Lucidi, Francesco Rinaldi:
Derivative-Free Robust Optimization for Circuit Design. J. Optim. Theory Appl. 164(3): 842-861 (2015) - [j20]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): 862-882 (2015) - [j19]Giampaolo Liuzzi, Stefano Lucidi, Francesco Rinaldi:
Derivative-Free Methods for Mixed-Integer Constrained Optimization Problems. J. Optim. Theory Appl. 164(3): 933-965 (2015) - [j18]Giampaolo Liuzzi, Francesco Rinaldi:
Solving ℓ0-penalized problems with simple constraints via the Frank-Wolfe reduced dimension method. Optim. Lett. 9(1): 57-74 (2015) - 2014
- [j17]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): 228-233 (2014) - [j16]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): 565-589 (2014) - [j15]Marianna De Santis, Stefano Lucidi, Francesco Rinaldi:
Feasibility Pump-like heuristics for mixed integer problems. Discret. Appl. Math. 165: 152-167 (2014) - [j14]Giovanni Fasano, Giampaolo Liuzzi, Stefano Lucidi, Francesco Rinaldi:
A Linesearch-Based Derivative-Free Approach for Nonsmooth Constrained Optimization. SIAM J. Optim. 24(3): 959-992 (2014) - [i1]Marianna De Santis, Stefano Lucidi, Francesco Rinaldi:
A Fast Active Set Block Coordinate Descent Algorithm for ℓ1-regularized least squares. CoRR abs/1403.1738 (2014) - 2013
- [j13]Stefano Lucidi, Francesco Rinaldi:
An exact penalty global optimization approach for mixed-integer programming problems. Optim. Lett. 7(2): 297-307 (2013) - [j12]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): 1575-1606 (2013) - 2012
- [j11]Giampaolo Liuzzi, Stefano Lucidi, Francesco Rinaldi:
Derivative-free methods for bound constrained mixed-integer optimization. Comput. Optim. Appl. 53(2): 505-526 (2012) - [j10]Gianni Di Pillo, Stefano Lucidi, Francesco Rinaldi:
An approach to constrained global optimization based on exact penalty functions. J. Glob. Optim. 54(2): 251-260 (2012) - [j9]Marianna De Santis, Francesco Rinaldi:
Continuous Reformulations for Zero-One Programming Problems. J. Optim. Theory Appl. 153(1): 75-84 (2012) - [j8]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): 983-1000 (2012) - [j7]Francesco Parasiliti Collazzo, 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): 2503-2514 (2012) - 2011
- [j6]Mauro Piacentini, Francesco Rinaldi:
Path loss prediction in urban environment using learning machines and dimensionality reduction techniques. Comput. Manag. Sci. 8(4): 371-385 (2011) - [j5]Francesco Rinaldi:
Concave programming for finding sparse solutions to problems with convex constraints. Optim. Methods Softw. 26(6): 971-992 (2011) - [c2]Marianna De Santis, Stefano Lucidi, Francesco Rinaldi:
A New Feasibility Pump-Like Heuristic for Mixed Integer Problems. CTW 2011: 138-141 - [c1]Marianna De Santis, Stefano Lucidi, Francesco Rinaldi:
Continuous Reformulations for Zero-one Programming Problems. CTW 2011: 142-145 - 2010
- [j4]Francesco Rinaldi, Fabio Schoen, Marco Sciandrone:
Concave programming for minimizing the zero-norm over polyhedral sets. Comput. Optim. Appl. 46(3): 467-486 (2010) - [j3]Francesco Rinaldi, Marco Sciandrone:
Feature selection combining linear support vector machines and concave optimization. Optim. Methods Softw. 25(1): 117-128 (2010)
2000 – 2009
- 2009
- [j2]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): 243-249 (2009) - [j1]Francesco Rinaldi:
New results on the equivalence between zero-one programming and continuous concave programming. Optim. Lett. 3(3): 377-386 (2009)
Coauthor Index
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