Foto del docente

Michele Lombardi

Associate Professor

Department of Computer Science and Engineering

Academic discipline: IINF-05/A Information Processing Systems

Publications

Braccini, Michele; De Filippo, Allegra; Lombardi, Michele; Milano, Michela, Dance Choreography Driven by Swarm Intelligence in Extended Reality Scenarios: Perspectives and Implications, in: Proceedings of the 2025 IEEE International Conference on Artificial Intelligence and eXtended and Virtual Reality (AIxVR), 2025, pp. 348 - 354 (atti di: 2025 IEEE International Conference on Artificial Intelligence and eXtended and Virtual Reality (AIxVR), Lisbon, Portugal, 27-29 January 2025) [Contribution to conference proceedings]

Gordini, A.; Pozzi, M.; Lombardi, M.; Sergeys, T.; Guns, T.; De Cesarei, A.; Morandini, S.; Thiebaux, S., Trustworthiness of AI in Planning and Scheduling: The Experience of the TUPLES Project, in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Science and Business Media Deutschland GmbH, 2025, 14779, pp. 328 - 342 (atti di: 2nd Decision Science Alliance International Summer Conference, DSA ISC 2024, esp, 2024) [Contribution to conference proceedings]

Magnini, A.; Lombardi, M.; Ouarda, T. B. M. J.; Castellarin, A., Ai-driven morphoclimatic regional frequency modelling of sub-daily rainfall-extremes, «JOURNAL OF HYDROLOGY», 2024, 631, Article number: 130808 , pp. 1 - 16 [Scientific article]Open Access

Eleonora Misino, Roberta Calegari, Michele Lombardi, Michela Milano, Ensuring Fairness Stability for Disentangling Social Inequality in Access to Education: the FAiRDAS General Method, in: Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence AI for Good, IJCAI, 2024, pp. 7412 - 7420 (atti di: International Joint Conference on Artificial Intelligence (IJCAI), Jeju, South Korea, 8-14 Agosto 2024) [Contribution to conference proceedings]Open Access

Verdone, Roberto; Lombardi, Michele; Amorosa, Lorenzo Mario; Skocaj, Marco, GUMBLE: Uncertainty-Aware Conditional Mobile Data Generation using Bayesian Learning, «IEEE TRANSACTIONS ON MOBILE COMPUTING», 2024, 23, pp. 13158 - 13171 [Scientific article]Open Access

Giuliani, L.; Misino, E.; Calegari, R.; Lombardi, M., Long-Term Fairness Strategies in Ranking with Continuous Sensitive Attributes, in: Proceedings of the 2nd Workshop on Fairness and Bias in AI co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), CEUR-WS, 2024, 3808, pp. 1 - 15 (atti di: 2nd Workshop on Fairness and Bias in AI, AEQUITAS 2024, Santiago de Compostela, Spain, October 20th, 2024) [Contribution to conference proceedings]Open Access

Fabbri, C.; Lombardi, M.; Malaguti, E.; Monaci, M., On-line strategy selection for reducing overcrowding in an Emergency Department, «OMEGA», 2024, 127, Article number: 103098 , pp. 1 - 15 [Scientific article]Open Access

Cellini, L.; Macaluso, A.; Lombardi, M., QAL-BP: an augmented Lagrangian quantum approach for bin packing, «SCIENTIFIC REPORTS», 2024, 14, Article number: 5142 , pp. 1 - 18 [Scientific article]Open Access

Braccini, M.; De Filippo, A.; Lombardi, M.; Milano, M., Swarm Intelligence: A Novel and Unconventional Approach to Dance Choreography Creation, in: Proceedings of the 3rd Workshop on Artificial Intelligence and Creativity co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), CEUR-WS, 2024, 3810, pp. 162 - 172 (atti di: 3rd Workshop on Artificial Intelligence and Creativity, CREAI 2024, Santiago de Compostela, Spain, October 20th, 2024) [Contribution to conference proceedings]Open Access

Silvestri, Mattia; De Filippo, Allegra; Lombardi, Michele; Milano, Michela, UNIFY: A unified policy designing framework for solving integrated Constrained Optimization and Machine Learning problems, «KNOWLEDGE-BASED SYSTEMS», 2024, 303, pp. 1 - 16 [Scientific article]Open Access

Maggio A.; Giuliani L.; Calegari R.; Lombardi M.; Milano M., A geometric framework for fairness, in: Proceedings of the 1st Workshop on Fairness and Bias in AI, AEQUITAS 2023 co-located with 26th European Conference on Artificial Intelligence (ECAI 2023), Aachen, CEUR-WS, 2023, 3523, pp. 1 - 17 (atti di: 1st Workshop on Fairness and Bias in AI, AEQUITAS 2023, pol, 2023) [Contribution to conference proceedings]Open Access

Silvestri, Mattia; Baldo, Federico; Misino, Eleonora; Lombardi, Michele, An Analysis of Universal Differential Equations for Data-Driven Discovery of Ordinary Differential Equations, in: Proceedings of ICCS 2023, 2023, pp. 353 - 366 (atti di: ICCS 2023, Prague, 3-5/07/2023) [Contribution to conference proceedings]

Marro Samuele, Lombardi Michele, Computational Asymmetries in Robust Classification, in: Proceedings of the 40th International Conference on Machine Learning, PMLR, 2023, 202, pp. 24082 - 24138 (atti di: ICML 2023, Honolulu, Hawaii (USA), 23-29/07/2023) [Contribution to conference proceedings]

Misino E.; Calegari R.; Lombardi M.; Milano M., FAiRDAS: Fairness-Aware Ranking as Dynamic Abstract System, in: CEUR Workshop Proceedings - Proceedings of the 1st Workshop on Fairness and Bias in AI, AEQUITAS 2023 co-located with 26th European Conference on Artificial Intelligence (ECAI 2023), Aachen, CEUR-WS, 2023, 3523, pp. 1 - 15 (atti di: 1st Workshop on Fairness and Bias in AI, AEQUITAS 2023, Kraków, Poland, 2023) [Contribution to conference proceedings]Open Access

Giuliani L.; Misino E.; Lombardi M., Generalized Disparate Impact for Configurable Fairness Solutions in ML, in: Proceedings of the 40th International Conference on Machine Learning, PMLR, ML Research Press, 2023, 202, pp. 11443 - 11458 (atti di: 40th International Conference on Machine Learning, ICML 2023, usa, 2023) [Contribution to conference proceedings]Open Access

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