LOMBARDI, MICHELE
LOMBARDI, MICHELE
DIPARTIMENTO DI INFORMATICA - SCIENZA E INGEGNERIA
Docenti di ruolo di IIa fascia
M. Lombardi; M. Lombard; Lombardi M.; Michele Lombardi
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.
Generalized Disparate Impact for Configurable Fairness Solutions in ML
2023 Giuliani L.; Misino E.; Lombardi M.
Geomorphic flood hazard mapping: from floodplain delineation to flood hazard characterization
2023 Magnini, Andrea; Lombardi, Michele; Bujari, Armir; Mattivi, Pietro; Shustikova, Iuliia; Persiano, Simone; Patella, Marco; Bitelli, Gabriele; Bellavista, Paolo; Lo Conti, Francesco; Tirri, Antonio; Bagli, Stefano; Mazzoli, Paolo; Castellarin, Attilio
GUMBLE: Uncertainty-Aware Conditional Mobile Data Generation using Bayesian Learning
2023 Skocaj, Marco; Amorosa, Lorenzo Mario; Lombardi, Michele; Verdone, Roberto
Knowledge Integration in Neural Networks for E-Maintenance: Application to an Oil & Gas Plant
2023 Silvestri Mattia, Lombardi Michele, Mucchi Emiliano, Piantanida Marco, Cadei Luca, Magnago Giovanna, D'Ottavio Valentina, Tu Nguyen Van, Duma Simona, Taddei Silvia, Tiozzo Annagiulia, Corneo Andrea, Rocchi Laura, Di Gilferraro Pietro Coffari
Machine learning based analysis for intellectual disability in Down syndrome
2023 Baldo, Federico; Piovesan, Allison; Rakvin, Marijana; Ramacieri, Giuseppe; Locatelli, Chiara; Lanfranchi, Silvia; Onnivello, Sara; Pulina, Francesca; Caracausi, Maria; Antonaros, Francesca; Lombardi, Michele; Pelleri, Maria Chiara
Hybrid Offline/Online Optimization for Energy Management via Reinforcement Learning
2022 Silvestri M.; De Filippo A.; Ruggeri F.; Lombardi M.
Informed Deep Learning for Epidemics Forecasting
2022 Federico Baldo, Michele Iannello, Michele Lombardi, Michela Milano
Machine-learning blends of geomorphic descriptors: value and limitations for flood hazard assessment across large floodplains
2022 Magnini A.; Lombardi M.; Persiano S.; Tirri A.; Lo Conti F.; Castellarin A.
Strategies for Improving the Error Robustness of Convolutional Neural Networks
2022 Morais A.; Barbosa R.; Lourenco N.; Cerveira F.; Lombardi M.; Madeira H.
Supervised Anomaly Detection in Crude Oil Stabilization
2022 Mattia Silvestri, Michele Lombardi, Emiliano Mucchi, Luca Cadei, Giovanna Magnago, Marco Piantanida, Valentina D'Ottavio, Nguyen Van Tu, Simona Duma, Silvia Taddei, Annagiulia Tiozzo, Andrea Corneo, Lorenzo Lancia, Laura Rocchi, Pietro Coffari di Gilferraro
Towards Smart Cities for Tourism: the POLIS-EYE Project
2022 Seravalli A.; Busani M.; Venturi S.; Brutti A.; Petrovich C.; Frascella A.; Paolucci F.; Di Felice M.; Lombardi M.; Bellodi E.; Zese R.; Bertasi F.; Balugani E.; Cecaj A.; Gamberini R.; Mamei M.; Picone M.
An Analysis of Regularized Approaches for Constrained Machine Learning
2021 Lombardi, Michele; Baldo, Federico; Borghesi, Andrea; Milano, Michela
Contrastive Losses and Solution Caching for Predict-and-Optimize
2021 Maxime Mulamba, Jayanta Mandi, Michelangelo Diligenti, Michele Lombardi, Victor Bucarey, Tias Guns
Injecting Domain Knowledge in Neural Networks: A Controlled Experiment on a Constrained Problem
2021 Silvestri M.; Lombardi M.; Milano M.
Integrated Offline and Online Decision Making under Uncertainty
2021 De Filippo, Allegra; Lombardi, Michele; Milano, Michela
Lagrangian Duality for Constrained Deep Learning
2021 Fioretto F.; Van Hentenryck P.; Mak T.W.K.; Tran C.; Baldo F.; Lombardi M.
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| 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 |
| Generalized Disparate Impact for Configurable Fairness Solutions in ML | Giuliani L.; Misino E.; Lombardi M. | 2023-01-01 | - | ML Research Press | 4.01 Contributo in Atti di convegno | giuliani23a.pdf |
| Geomorphic flood hazard mapping: from floodplain delineation to flood hazard characterization | Magnini, Andrea; Lombardi, Michele; Bujari, Armir; Mattivi, Pietro; Shustikova, Iuliia; Persiano,... Simone; Patella, Marco; Bitelli, Gabriele; Bellavista, Paolo; Lo Conti, Francesco; Tirri, Antonio; Bagli, Stefano; Mazzoli, Paolo; Castellarin, Attilio | 2023-01-01 | HYDROLOGICAL SCIENCES JOURNAL | - | 1.01 Articolo in rivista | Geomorphic flood hazard mapping from floodplain delineation to flood hazard characterization.pdf |
| GUMBLE: Uncertainty-Aware Conditional Mobile Data Generation using Bayesian Learning | Skocaj, Marco; Amorosa, Lorenzo Mario; Lombardi, Michele; Verdone, Roberto | 2023-01-01 | IEEE TRANSACTIONS ON MOBILE COMPUTING | - | 1.01 Articolo in rivista | - |
| Knowledge Integration in Neural Networks for E-Maintenance: Application to an Oil & Gas Plant | Silvestri Mattia, Lombardi Michele, Mucchi Emiliano, Piantanida Marco, Cadei Luca, Magnago Giovan...na, D'Ottavio Valentina, Tu Nguyen Van, Duma Simona, Taddei Silvia, Tiozzo Annagiulia, Corneo Andrea, Rocchi Laura, Di Gilferraro Pietro Coffari | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Machine learning based analysis for intellectual disability in Down syndrome | Baldo, Federico; Piovesan, Allison; Rakvin, Marijana; Ramacieri, Giuseppe; Locatelli, Chiara; Lan...franchi, Silvia; Onnivello, Sara; Pulina, Francesca; Caracausi, Maria; Antonaros, Francesca; Lombardi, Michele; Pelleri, Maria Chiara | 2023-01-01 | HELIYON | - | 1.01 Articolo in rivista | Baldo 2023 ML DS.pdf; ScienceDirect_files_26Feb2024_14-48-17.874.zip |
| Hybrid Offline/Online Optimization for Energy Management via Reinforcement Learning | Silvestri M.; De Filippo A.; Ruggeri F.; Lombardi M. | 2022-01-01 | - | - | 4.01 Contributo in Atti di convegno | CPAIOR_2022___DRL_for_hybrid_offline_online_optimization.pdf |
| Informed Deep Learning for Epidemics Forecasting | Federico Baldo, Michele Iannello, Michele Lombardi, Michela Milano | 2022-01-01 | - | IOS Press BV | 4.01 Contributo in Atti di convegno | FAIA-351-FAIA220067.pdf |
| Machine-learning blends of geomorphic descriptors: value and limitations for flood hazard assessment across large floodplains | Magnini A.; Lombardi M.; Persiano S.; Tirri A.; Lo Conti F.; Castellarin A. | 2022-01-01 | NATURAL HAZARDS AND EARTH SYSTEM SCIENCES | - | 1.01 Articolo in rivista | nhess-22-1469-2022_compressed.pdf |
| Strategies for Improving the Error Robustness of Convolutional Neural Networks | Morais A.; Barbosa R.; Lourenco N.; Cerveira F.; Lombardi M.; Madeira H. | 2022-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Supervised Anomaly Detection in Crude Oil Stabilization | Mattia Silvestri, Michele Lombardi, Emiliano Mucchi, Luca Cadei, Giovanna Magnago, Marco Piantani...da, Valentina D'Ottavio, Nguyen Van Tu, Simona Duma, Silvia Taddei, Annagiulia Tiozzo, Andrea Corneo, Lorenzo Lancia, Laura Rocchi, Pietro Coffari di Gilferraro | 2022-01-01 | - | IOS Press BV | 4.01 Contributo in Atti di convegno | FAIA-351-FAIA220069.pdf |
| Towards Smart Cities for Tourism: the POLIS-EYE Project | Seravalli A.; Busani M.; Venturi S.; Brutti A.; Petrovich C.; Frascella A.; Paolucci F.; Di Felic...e M.; Lombardi M.; Bellodi E.; Zese R.; Bertasi F.; Balugani E.; Cecaj A.; Gamberini R.; Mamei M.; Picone M. | 2022-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | PolisEye.pdf |
| An Analysis of Regularized Approaches for Constrained Machine Learning | Lombardi, Michele; Baldo, Federico; Borghesi, Andrea; Milano, Michela | 2021-01-01 | - | Springer | 4.01 Contributo in Atti di convegno | tailor2020_paper58_camReady.pdf |
| Contrastive Losses and Solution Caching for Predict-and-Optimize |
Maxime Mulamba, Jayanta Mandi, Michelangelo Diligenti, Michele Lombardi, Victor Bucarey, Tia...s Guns |
2021-01-01 | - | ijcai.org | 4.01 Contributo in Atti di convegno | 0390 (3).pdf |
| Injecting Domain Knowledge in Neural Networks: A Controlled Experiment on a Constrained Problem | Silvestri M.; Lombardi M.; Milano M. | 2021-01-01 | - | Springer Science and Business Media Deutschland GmbH | 4.01 Contributo in Atti di convegno | CPAIOR_2021__Knowledge_injection_in_DNNs.pdf |
| Integrated Offline and Online Decision Making under Uncertainty | De Filippo, Allegra; Lombardi, Michele; Milano, Michela | 2021-01-01 | THE JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH | - | 1.01 Articolo in rivista | 12333-Article (PDF)-25701-1-10-20210109.pdf |
| Lagrangian Duality for Constrained Deep Learning | Fioretto F.; Van Hentenryck P.; Mak T.W.K.; Tran C.; Baldo F.; Lombardi M. | 2021-01-01 | - | Springer Science and Business Media Deutschland GmbH | 4.01 Contributo in Atti di convegno | - |