RINALDI, FRANCESCO
RINALDI, FRANCESCO
Dipartimento di Matematica "Tullio Levi-Civita" - DM
Probabilistic iterative hard thresholding for sparse learning
2026 Bergamaschi, M.; Cristofari, A.; Kungurtsev, V.; Rinaldi, F.
An efficient network-aware direct search method for influence maximization
2025 Bergamaschi, M.; Venturini, S.; Tudisco, F.; Rinaldi, F.
DEBORA: EFFICIENT BILEVEL OPTIMIZATION-BASED LOW-RANK ADAPTATION
2025 Zangrando, E.; Venturini, S.; Rinaldi, F.; Tudisco, F.
Direct-search methods in the year 2025: Theoretical guarantees and algorithmic paradigms
2025 Dzahini, K. J.; Rinaldi, F.; Royer, C. W.; Zeffiro, D.
Projection free methods on product domains
2025 Bomze, I.; Rinaldi, F.; Zeffiro, D.
Relax and penalize: a new bilevel approach to mixed-binary hyperparameter optimization
2025 Venturini, S.; De Santis, M.; Patracone, J.; Schmidt, M.; Rinaldi, F.; Salzo, S.
An oracle-based framework for robust combinatorial optimization
2024 Bettiol, E.; Buchheim, C.; De Santis, M.; Rinaldi, F.
Collaboration and topic switches in science
2024 Venturini, S.; Sikdar, S.; Rinaldi, F.; Tudisco, F.; Fortunato, S.
Frank–Wolfe and friends: a journey into projection-free first-order optimization methods
2024 Bomze, Immanuel. M.; Rinaldi, Francesco; Zeffiro, Damiano
Inexact direct-search methods for bilevel optimization problems
2024 Diouane, Y.; Kungurtsev, V.; Rinaldi, F.; Zeffiro, D.
STOCHASTIC TRUST-REGION AND DIRECT-SEARCH METHODS: A WEAK TAIL BOUND CONDITION AND REDUCED SAMPLE SIZING
2024 Rinaldi, F.; Vicente, L. N.; Zeffiro, D.
What we should learn from pandemic publishing
2024 Sikdar, S.; Venturini, S.; Charpignon, M. -L.; Kumar, S.; Rinaldi, F.; Tudisco, F.; Fortunato, S.; Majumder, M. S.
A Unifying Framework for Sparsity-Constrained Optimization
2023 Lapucci, M.; Levato, T.; Rinaldi, F.; Sciandrone, M.
An improved penalty algorithm using model order reduction for MIPDECO problems with partial observations
2023 Garmatter, D.; Porcelli, M.; Rinaldi, F.; Stoll, M.
Avoiding bad steps in Frank-Wolfe variants
2023 Rinaldi, F; Zeffiro, D
Laplacian-based Semi-Supervised Learning in Multilayer Hypergraphs by Coordinate Descent
2023 Venturini, Sara; Cristofari, Andrea; Rinaldi, Francesco; Tudisco, Francesco
Learning the Right Layers: a Data-Driven Layer-Aggregation Strategy for Semi-Supervised Learning on Multilayer Graphs
2023 Venturini, Sara; Cristofari, Andrea; Rinaldi, Francesco; Tudisco, Francesco
Retraction-Based Direct Search Methods for Derivative Free Riemannian Optimization
2023 Kungurtsev, V.; Rinaldi, F.; Zeffiro, D.
A variance-Aware multiobjective Louvain-like method for community detection in multiplex networks
2022 Venturini, Sara; Cristofari, Andrea; Rinaldi, Francesco; Tudisco, Francesco
Derivative-free methods for mixed-integer nonsmooth constrained optimization
2022 Giovannelli, T.; Liuzzi, G.; Lucidi, S.; Rinaldi, F.