LOMBARDI, MICHELE
LOMBARDI, MICHELE
DISI - DIPARTIMENTO DI INFORMATICA - SCIENZA E INGEGNERIA
Docenti di ruolo di IIa fascia
M. Lombardi; M. Lombard; Lombardi M.; Michele Lombardi
Benchmarking in Neuro-Symbolic AI
2026 Manhaeve, Robin; Giannini, Francesco; Ali, Mehdi; Azzolini, Damiano; Bizzarri, Alice; Borghesi, Andrea; Bortolotti, Samuele; De Raedt, Luc; Dhami, Devendra; Diligenti, Michelangelo; Dumančić, Sebastijan; Faltings, Boi; Gentili, Elisabetta; Gerevini, Alfonso; Gori, Marco; Guns, Tias; Homola, Martin; Kersting, Kristian; Lehmann, Jens; Lombardi, Michele; Lorello, Luca; Marconato, Emanuele; Melacci, Stefano; Passerini, Andrea; Paul, Debjit; Riguzzi, Fabrizio; Teso, Stefano; Yorke-Smith, Neil; Lippi, Marco
Combining SCADA and smart meter data to improve anomaly detection at the DMA-level
2025 Cincotta, C.; Pedroni, L.; Lombardi, M.; Nicoli, G.; Zingali, L. C.; Bragalli, C.
Constrained Machine Learning Through Hyperspherical Representation
2025 Signorelli, Gaetano; Lombardi, Michele
Dance Choreography Driven by Swarm Intelligence in Extended Reality Scenarios: Perspectives and Implications
2025 Braccini, Michele; De Filippo, Allegra; Lombardi, Michele; Milano, Michela
Data science meets optimization II
2025 Zhang, Yingqian; Guns, Tias; Lombardi, Michele; De Causmaecker, Patrick
Language Models Are Implicitly Continuous
2025 Marro, Samuele; Evangelista, Davide; Angelo Huang, X.; La Malfa, Emanuele; Lombardi, Michele; Wooldridge, Michael J.
SMLE: Safe Machine Learning via Embedded Overapproximation
2025 Francobaldi, Matteo; Lombardi, Michele
Trustworthiness of AI in Planning and Scheduling: The Experience of the TUPLES Project
2025 Gordini, A.; Pozzi, M.; Lombardi, M.; Sergeys, T.; Guns, T.; De Cesarei, A.; Morandini, S.; Thiébaux, S.
Ai-driven morphoclimatic regional frequency modelling of sub-daily rainfall-extremes
2024 Magnini, A.; Lombardi, M.; Ouarda, T. B. M. J.; Castellarin, A.
Ensuring Fairness Stability for Disentangling Social Inequality in Access to Education: the FAiRDAS General Method
2024 Eleonora Misino, Roberta Calegari, Michele Lombardi, Michela Milano
GUMBLE: Uncertainty-Aware Conditional Mobile Data Generation using Bayesian Learning
2024 Verdone, Roberto; Lombardi, Michele; Amorosa, Lorenzo Mario; Skocaj, Marco
Long-Term Fairness Strategies in Ranking with Continuous Sensitive Attributes
2024 Giuliani, L.; Misino, E.; Calegari, R.; Lombardi, M.
On-line strategy selection for reducing overcrowding in an Emergency Department
2024 Fabbri, C.; Lombardi, M.; Malaguti, E.; Monaci, M.
QAL-BP: an augmented Lagrangian quantum approach for bin packing
2024 Cellini, L.; Macaluso, A.; Lombardi, M.
Swarm Intelligence: A Novel and Unconventional Approach to Dance Choreography Creation
2024 Braccini, M.; De Filippo, A.; Lombardi, M.; Milano, M.
UNIFY: A unified policy designing framework for solving integrated Constrained Optimization and Machine Learning problems
2024 Silvestri, Mattia; De Filippo, Allegra; Lombardi, Michele; Milano, Michela
A geometric framework for fairness
2023 Maggio A.; Giuliani L.; Calegari R.; Lombardi M.; Milano M.
An Analysis of Universal Differential Equations for Data-Driven Discovery of Ordinary Differential Equations
2023 Silvestri, Mattia; Baldo, Federico; Misino, Eleonora; Lombardi, Michele
Computational Asymmetries in Robust Classification
2023 Marro Samuele, Lombardi Michele
FAiRDAS: Fairness-Aware Ranking as Dynamic Abstract System
2023 Misino E.; Calegari R.; Lombardi M.; Milano M.
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Benchmarking in Neuro-Symbolic AI | Manhaeve, Robin; Giannini, Francesco; Ali, Mehdi; Azzolini, Damiano; Bizzarri, Alice; Borghesi, A...ndrea; Bortolotti, Samuele; De Raedt, Luc; Dhami, Devendra; Diligenti, Michelangelo; Dumančić, Sebastijan; Faltings, Boi; Gentili, Elisabetta; Gerevini, Alfonso; Gori, Marco; Guns, Tias; Homola, Martin; Kersting, Kristian; Lehmann, Jens; Lombardi, Michele; Lorello, Luca; Marconato, Emanuele; Melacci, Stefano; Passerini, Andrea; Paul, Debjit; Riguzzi, Fabrizio; Teso, Stefano; Yorke-Smith, Neil; Lippi, Marco | 2026-01-01 | - | Springer Science and Business Media Deutschland GmbH | 4.01 Contributo in Atti di convegno | - |
| Combining SCADA and smart meter data to improve anomaly detection at the DMA-level | Cincotta, C.; Pedroni, L.; Lombardi, M.; Nicoli, G.; Zingali, L. C.; Bragalli, C. | 2025-01-01 | - | - | 4.01 Contributo in Atti di convegno | Combining SCADA and smart meter data to improve anomaly detection.pdf |
| Constrained Machine Learning Through Hyperspherical Representation | Signorelli, Gaetano; Lombardi, Michele | 2025-01-01 | - | Springer Science and Business Media Deutschland GmbH | 4.01 Contributo in Atti di convegno | - |
| Dance Choreography Driven by Swarm Intelligence in Extended Reality Scenarios: Perspectives and Implications | Braccini, Michele; De Filippo, Allegra; Lombardi, Michele; Milano, Michela | 2025-01-01 | - | - | 4.01 Contributo in Atti di convegno | Dance_Choreographies_Driven_by_Swarm_Intelligence_in_Extended_Reality (4).pdf |
| Data science meets optimization II | Zhang, Yingqian; Guns, Tias; Lombardi, Michele; De Causmaecker, Patrick | 2025-01-01 | - | Springer Science and Business Media Deutschland GmbH | 2.02 Prefazione | - |
| Language Models Are Implicitly Continuous | Marro, Samuele; Evangelista, Davide; Angelo Huang, X.; La Malfa, Emanuele; Lombardi, Michele; Woo...ldridge, Michael J. | 2025-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| SMLE: Safe Machine Learning via Embedded Overapproximation | Francobaldi, Matteo; Lombardi, Michele | 2025-01-01 | - | Association for the Advancement of Artificial Intelligence | 4.01 Contributo in Atti di convegno | - |
| Trustworthiness of AI in Planning and Scheduling: The Experience of the TUPLES Project | Gordini, A.; Pozzi, M.; Lombardi, M.; Sergeys, T.; Guns, T.; De Cesarei, A.; Morandini, S.; Thiéb...aux, S. | 2025-01-01 | - | Springer Nature Switzerland AG | 4.01 Contributo in Atti di convegno | Trustworthiness of AI in Planning and Scheduling_ISC 2024_v3 (2).pdf |
| Ai-driven morphoclimatic regional frequency modelling of sub-daily rainfall-extremes | Magnini, A.; Lombardi, M.; Ouarda, T. B. M. J.; Castellarin, A. | 2024-01-01 | JOURNAL OF HYDROLOGY | - | 1.01 Articolo in rivista | Magnini et al. - JHYDROL 1-s2.0-S0022169424002026-main (1).pdf |
| Ensuring Fairness Stability for Disentangling Social Inequality in Access to Education: the FAiRDAS General Method | Eleonora Misino, Roberta Calegari, Michele Lombardi, Michela Milano | 2024-01-01 | - | IJCAI | 4.01 Contributo in Atti di convegno | 0820.pdf |
| GUMBLE: Uncertainty-Aware Conditional Mobile Data Generation using Bayesian Learning | Verdone, Roberto; Lombardi, Michele; Amorosa, Lorenzo Mario; Skocaj, Marco | 2024-01-01 | IEEE TRANSACTIONS ON MOBILE COMPUTING | - | 1.01 Articolo in rivista | 2024_GUMBLE_Uncertainty_Aware_Conditional_Mobile_Data_Generation.pdf |
| Long-Term Fairness Strategies in Ranking with Continuous Sensitive Attributes | Giuliani, L.; Misino, E.; Calegari, R.; Lombardi, M. | 2024-01-01 | - | CEUR-WS | 4.01 Contributo in Atti di convegno | paper11-2.pdf |
| On-line strategy selection for reducing overcrowding in an Emergency Department | Fabbri, C.; Lombardi, M.; Malaguti, E.; Monaci, M. | 2024-01-01 | OMEGA | - | 1.01 Articolo in rivista | Fabbri_Lombardi_Malaguti_Monaci-ED-Omega.pdf |
| QAL-BP: an augmented Lagrangian quantum approach for bin packing | Cellini, L.; Macaluso, A.; Lombardi, M. | 2024-01-01 | SCIENTIFIC REPORTS | - | 1.01 Articolo in rivista | s41598-023-50540-3.pdf |
| Swarm Intelligence: A Novel and Unconventional Approach to Dance Choreography Creation | Braccini, M.; De Filippo, A.; Lombardi, M.; Milano, M. | 2024-01-01 | - | CEUR-WS | 4.01 Contributo in Atti di convegno | paper13.pdf |
| UNIFY: A unified policy designing framework for solving integrated Constrained Optimization and Machine Learning problems | Silvestri, Mattia; De Filippo, Allegra; Lombardi, Michele; Milano, Michela | 2024-01-01 | KNOWLEDGE-BASED SYSTEMS | - | 1.01 Articolo in rivista | 1-s2.0-S0950705124010177-main.pdf |
| A geometric framework for fairness | Maggio A.; Giuliani L.; Calegari R.; Lombardi M.; Milano M. | 2023-01-01 | - | CEUR-WS | 4.01 Contributo in Atti di convegno | paper9.pdf |
| An Analysis of Universal Differential Equations for Data-Driven Discovery of Ordinary Differential Equations | Silvestri, Mattia; Baldo, Federico; Misino, Eleonora; Lombardi, Michele | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Computational Asymmetries in Robust Classification | Marro Samuele, Lombardi Michele | 2023-01-01 | - | PMLR | 4.01 Contributo in Atti di convegno | - |
| FAiRDAS: Fairness-Aware Ranking as Dynamic Abstract System | Misino E.; Calegari R.; Lombardi M.; Milano M. | 2023-01-01 | - | CEUR-WS | 4.01 Contributo in Atti di convegno | paper5.pdf |