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\n\n \n \n \n \n \n \n An oracle-based framework for robust combinatorial optimization.\n \n \n \n \n\n\n \n Bettiol, E.; Buchheim, C.; Santis, M. D.; and Rinaldi, F.\n\n\n \n\n\n\n
J. Glob. Optim., 88(1): 27–51. 2024.\n
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@article{DBLP:journals/jgo/BettiolBSR24,\n author = "Bettiol, Enrico and Buchheim, Christoph and Santis, Marianna De and Rinaldi, Francesco",\n title = "An oracle-based framework for robust combinatorial optimization",\n journal = "J. Glob. Optim.",\n volume = "88",\n number = "1",\n pages = "27--51",\n year = "2024",\n url = "https://doi.org/10.1007/s10898-023-01271-2",\n doi = "10.1007/S10898-023-01271-2",\n timestamp = "Mon, 03 Mar 2025 00:00:00 +0100",\n biburl = "https://dblp.org/rec/journals/jgo/BettiolBSR24.bib",\n bibsource = "dblp computer science bibliography, https://dblp.org"\n}\n\n\n
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\n\n \n \n \n \n \n \n On Necessary Optimality Conditions for Sets of Points in Multiobjective Optimization.\n \n \n \n \n\n\n \n Cristofari, A.; Santis, M. D.; and Lucidi, S.\n\n\n \n\n\n\n
J. Optim. Theory Appl., 203(1): 126–145. 2024.\n
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@article{DBLP:journals/jota/CristofariSL24,\n author = "Cristofari, Andrea and Santis, Marianna De and Lucidi, Stefano",\n title = "On Necessary Optimality Conditions for Sets of Points in Multiobjective Optimization",\n journal = "J. Optim. Theory Appl.",\n volume = "203",\n number = "1",\n pages = "126--145",\n year = "2024",\n url = "https://doi.org/10.1007/s10957-024-02478-3",\n doi = "10.1007/S10957-024-02478-3",\n timestamp = "Mon, 09 Dec 2024 00:00:00 +0100",\n biburl = "https://dblp.org/rec/journals/jota/CristofariSL24.bib",\n bibsource = "dblp computer science bibliography, https://dblp.org"\n}\n\n\n
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\n\n \n \n \n \n \n \n Designing sustainable diet plans by solving triobjective integer programs.\n \n \n \n \n\n\n \n Benvenuti, L.; Santis, A. D.; Santis, M. D.; and Patria, D.\n\n\n \n\n\n\n
Math. Methods Oper. Res., 100(3): 703–721. 2024.\n
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@article{DBLP:journals/mmor/BenvenutiSSP24,\n author = "Benvenuti, Luca and Santis, Alberto De and Santis, Marianna De and Patria, Daniele",\n title = "Designing sustainable diet plans by solving triobjective integer programs",\n journal = "Math. Methods Oper. Res.",\n volume = "100",\n number = "3",\n pages = "703--721",\n year = "2024",\n url = "https://doi.org/10.1007/s00186-024-00879-8",\n doi = "10.1007/S00186-024-00879-8",\n timestamp = "Mon, 03 Mar 2025 00:00:00 +0100",\n biburl = "https://dblp.org/rec/journals/mmor/BenvenutiSSP24.bib",\n bibsource = "dblp computer science bibliography, https://dblp.org"\n}\n\n\n
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\n\n \n \n \n \n \n \n Augmented patterns for decomposition of scheduling and assignment problems.\n \n \n \n \n\n\n \n Cappanera, P.; Matta, A.; Scutellà, M. G.; and Singuaroli, M.\n\n\n \n\n\n\n
Eur. J. Oper. Res., 319(2): 517–530. 2024.\n
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@article{DBLP:journals/eor/CappaneraMSS24,\n author = "Cappanera, Paola and Matta, Andrea and Scutell{\\`{a}}, Maria Grazia and Singuaroli, Martino",\n title = "Augmented patterns for decomposition of scheduling and assignment problems",\n journal = "Eur. J. Oper. Res.",\n volume = "319",\n number = "2",\n pages = "517--530",\n year = "2024",\n url = "https://doi.org/10.1016/j.ejor.2024.06.004",\n doi = "10.1016/J.EJOR.2024.06.004",\n timestamp = "Sun, 08 Sep 2024 01:00:00 +0200",\n biburl = "https://dblp.org/rec/journals/eor/CappaneraMSS24.bib",\n bibsource = "dblp computer science bibliography, https://dblp.org"\n}\n\n\n
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\n\n \n \n \n \n \n \n Integrated task scheduling and personnel rostering of airports ground staff: A case study.\n \n \n \n \n\n\n \n Cappanera, P.; Gangi, L. D.; Lapucci, M.; Pellegrini, G.; Roma, M.; Schoen, F.; and Sortino, A.\n\n\n \n\n\n\n
Expert Syst. Appl., 238(Part C): 121953. 2024.\n
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@article{DBLP:journals/eswa/CappaneraGLPRSS24,\n author = "Cappanera, Paola and Gangi, Leonardo Di and Lapucci, Matteo and Pellegrini, Giulia and Roma, Marco and Schoen, Fabio and Sortino, Alessio",\n title = "Integrated task scheduling and personnel rostering of airports ground staff: {A} case study",\n journal = "Expert Syst. Appl.",\n volume = "238",\n number = "Part {C}",\n pages = "121953",\n year = "2024",\n url = "https://doi.org/10.1016/j.eswa.2023.121953",\n doi = "10.1016/J.ESWA.2023.121953",\n timestamp = "Fri, 08 Mar 2024 00:00:00 +0100",\n biburl = "https://dblp.org/rec/journals/eswa/CappaneraGLPRSS24.bib",\n bibsource = "dblp computer science bibliography, https://dblp.org"\n}\n\n\n
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\n\n \n \n \n \n \n \n A Genetic Algorithm for Placing VNF Chains with Multiple Flavours.\n \n \n \n \n\n\n \n Serra, A.; Paganelli, F.; Brogi, A.; and Cappanera, P.\n\n\n \n\n\n\n In
IEEE Symposium on Computers and Communications, ISCC 2024, Paris, France, June 26-29, 2024, pages 1–6, 2024. IEEE\n
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@inproceedings{DBLP:conf/iscc/SerraPBC24,\n author = "Serra, Antonio and Paganelli, Federica and Brogi, Antonio and Cappanera, Paola",\n title = "A Genetic Algorithm for Placing {VNF} Chains with Multiple Flavours",\n booktitle = "{IEEE} Symposium on Computers and Communications, {ISCC} 2024, Paris, France, June 26-29, 2024",\n pages = "1--6",\n publisher = "{IEEE}",\n year = "2024",\n url = "https://doi.org/10.1109/ISCC61673.2024.10733678",\n doi = "10.1109/ISCC61673.2024.10733678",\n timestamp = "Wed, 06 Nov 2024 15:51:31 +0100",\n biburl = "https://dblp.org/rec/conf/iscc/SerraPBC24.bib",\n bibsource = "dblp computer science bibliography, https://dblp.org"\n}\n\n\n
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\n\n \n \n \n \n \n \n Recent Answer Set Programming Applications to Scheduling Problems in Digital Health.\n \n \n \n \n\n\n \n Cappanera, P.; Caruso, S.; Dodaro, C.; Galatà, G.; Gavanelli, M.; Maratea, M.; Marte, C.; Mochi, M.; Nonato, M.; and Roma, M.\n\n\n \n\n\n\n In Aineto, D.; Benedictis, R. D.; Maratea, M.; Mittelmann, M.; Monaco, G.; Scala, E.; Serafini, L.; Serina, I.; Spegni, F.; Tosello, E.; Umbrico, A.; and Vallati, M., editor(s),
Proceedings of the International Workshop on Artificial Intelligence for Climate Change, Italian Workshop on Planning and Scheduling, RCRA Workshop on Experimental evaluation of algorithms for solving problems with combinatorial explosion, and SPIRIT Workshop on Strategies, Prediction, Interaction, and Reasoning in Italy (AI4CC-IPS-RCRA-SPIRIT 2024) co-located with 23rd International Conference of the Italian Association for Artificial Intelligence AIxIA 2024, November 25-28th, 2024, Bolzano, Italy, volume 3883, of
CEUR Workshop Proceedings, 2024. CEUR-WS.org\n
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@inproceedings{DBLP:conf/rcra/CappaneraCDGGMM24,\n author = "Cappanera, Paola and Caruso, Simone and Dodaro, Carmine and Galat{\\`{a}}, Giuseppe and Gavanelli, Marco and Maratea, Marco and Marte, Cinzia and Mochi, Marco and Nonato, Maddalena and Roma, Marco",\n editor = "Aineto, Diego and Benedictis, Riccardo De and Maratea, Marco and Mittelmann, Munyque and Monaco, Gianpiero and Scala, Enrico and Serafini, Luciano and Serina, Ivan and Spegni, Francesco and Tosello, Elisa and Umbrico, Alessandro and Vallati, Mauro",\n title = "Recent Answer Set Programming Applications to Scheduling Problems in Digital Health",\n booktitle = "Proceedings of the International Workshop on Artificial Intelligence for Climate Change, Italian Workshop on Planning and Scheduling, {RCRA} Workshop on Experimental evaluation of algorithms for solving problems with combinatorial explosion, and {SPIRIT} Workshop on Strategies, Prediction, Interaction, and Reasoning in Italy {(AI4CC-IPS-RCRA-SPIRIT} 2024) co-located with 23rd International Conference of the Italian Association for Artificial Intelligence AIxIA 2024, November 25-28th, 2024, Bolzano, Italy",\n series = "{CEUR} Workshop Proceedings",\n volume = "3883",\n publisher = "CEUR-WS.org",\n year = "2024",\n url = "https://ceur-ws.org/Vol-3883/paper3\\\\_RCRA8.pdf",\n timestamp = "Thu, 16 Jan 2025 17:14:33 +0100",\n biburl = "https://dblp.org/rec/conf/rcra/CappaneraCDGGMM24.bib",\n bibsource = "dblp computer science bibliography, https://dblp.org"\n}\n\n\n
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\n\n \n \n \n \n \n \n Advances in nonlinear optimization and equilibrium problems - Special issue editorial.\n \n \n \n \n\n\n \n Lapucci, M.; and Schoen, F.\n\n\n \n\n\n\n
EURO J. Comput. Optim., 12: 100086. 2024.\n
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@article{DBLP:journals/ejco/LapucciS24,\n author = "Lapucci, Matteo and Schoen, Fabio",\n title = "Advances in nonlinear optimization and equilibrium problems - Special issue editorial",\n journal = "{EURO} J. Comput. Optim.",\n volume = "12",\n pages = "100086",\n year = "2024",\n url = "https://doi.org/10.1016/j.ejco.2024.100086",\n doi = "10.1016/J.EJCO.2024.100086",\n timestamp = "Thu, 22 Aug 2024 01:00:00 +0200",\n biburl = "https://dblp.org/rec/journals/ejco/LapucciS24.bib",\n bibsource = "dblp computer science bibliography, https://dblp.org"\n}\n\n\n
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\n\n \n \n \n \n \n \n Cardinality-Constrained Multi-objective Optimization: Novel Optimality Conditions and Algorithms.\n \n \n \n \n\n\n \n Lapucci, M.; and Mansueto, P.\n\n\n \n\n\n\n
J. Optim. Theory Appl., 201(1): 323–351. 2024.\n
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@article{DBLP:journals/jota/LapucciM24,\n author = "Lapucci, Matteo and Mansueto, Pierluigi",\n title = "Cardinality-Constrained Multi-objective Optimization: Novel Optimality Conditions and Algorithms",\n journal = "J. Optim. Theory Appl.",\n volume = "201",\n number = "1",\n pages = "323--351",\n year = "2024",\n url = "https://doi.org/10.1007/s10957-024-02397-3",\n doi = "10.1007/S10957-024-02397-3",\n timestamp = "Sun, 07 Dec 2025 00:00:00 +0100",\n biburl = "https://dblp.org/rec/journals/jota/LapucciM24.bib",\n bibsource = "dblp computer science bibliography, https://dblp.org"\n}\n\n\n
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\n\n \n \n \n \n \n \n On the Convergence of Inexact Alternate Minimization in Problems with \\(ℓ\\) \\(_\\mbox0\\) Penalties.\n \n \n \n \n\n\n \n Lapucci, M.; and Sortino, A.\n\n\n \n\n\n\n
Oper. Res. Forum, 5(2): 41. 2024.\n
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@article{DBLP:journals/orf/LapucciS24,\n author = "Lapucci, Matteo and Sortino, Alessio",\n title = "On the Convergence of Inexact Alternate Minimization in Problems with {\\(\\mathscr{l}\\)} \\({}\\_{\\mbox{0}}\\) Penalties",\n journal = "Oper. Res. Forum",\n volume = "5",\n number = "2",\n pages = "41",\n year = "2024",\n url = "https://doi.org/10.1007/s43069-024-00323-x",\n doi = "10.1007/S43069-024-00323-X",\n timestamp = "Sun, 07 Dec 2025 00:00:00 +0100",\n biburl = "https://dblp.org/rec/journals/orf/LapucciS24.bib",\n bibsource = "dblp computer science bibliography, https://dblp.org"\n}\n\n\n
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\n\n \n \n \n \n \n \n Convergence and complexity guarantees for a wide class of descent algorithms in nonconvex multi-objective optimization.\n \n \n \n \n\n\n \n Lapucci, M.\n\n\n \n\n\n\n
Oper. Res. Lett., 54: 107115. 2024.\n
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@article{DBLP:journals/orl/Lapucci24,\n author = "Lapucci, Matteo",\n title = "Convergence and complexity guarantees for a wide class of descent algorithms in nonconvex multi-objective optimization",\n journal = "Oper. Res. Lett.",\n volume = "54",\n pages = "107115",\n year = "2024",\n url = "https://doi.org/10.1016/j.orl.2024.107115",\n doi = "10.1016/J.ORL.2024.107115",\n timestamp = "Fri, 19 Jul 2024 01:00:00 +0200",\n biburl = "https://dblp.org/rec/journals/orl/Lapucci24.bib",\n bibsource = "dblp computer science bibliography, https://dblp.org"\n}\n\n\n
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\n\n \n \n \n \n \n \n Convergence Conditions for Stochastic Line Search Based Optimization of Over-parametrized Models.\n \n \n \n \n\n\n \n Lapucci, M.; and Pucci, D.\n\n\n \n\n\n\n
CoRR, abs/2408.03199. 2024.\n
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@article{DBLP:journals/corr/abs-2408-03199,\n author = "Lapucci, Matteo and Pucci, Davide",\n title = "Convergence Conditions for Stochastic Line Search Based Optimization of Over-parametrized Models",\n journal = "CoRR",\n volume = "abs/2408.03199",\n year = "2024",\n url = "https://doi.org/10.48550/arXiv.2408.03199",\n doi = "10.48550/ARXIV.2408.03199",\n eprinttype = "arXiv",\n eprint = "2408.03199",\n timestamp = "Sun, 07 Dec 2025 00:00:00 +0100",\n biburl = "https://dblp.org/rec/journals/corr/abs-2408-03199.bib",\n bibsource = "dblp computer science bibliography, https://dblp.org"\n}\n\n\n
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\n\n \n \n \n \n \n \n Effectively Leveraging Momentum Terms in Stochastic Line Search Frameworks for Fast Optimization of Finite-Sum Problems.\n \n \n \n \n\n\n \n Lapucci, M.; and Pucci, D.\n\n\n \n\n\n\n
CoRR, abs/2411.07102. 2024.\n
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@article{DBLP:journals/corr/abs-2411-07102,\n author = "Lapucci, Matteo and Pucci, Davide",\n title = "Effectively Leveraging Momentum Terms in Stochastic Line Search Frameworks for Fast Optimization of Finite-Sum Problems",\n journal = "CoRR",\n volume = "abs/2411.07102",\n year = "2024",\n url = "https://doi.org/10.48550/arXiv.2411.07102",\n doi = "10.48550/ARXIV.2411.07102",\n eprinttype = "arXiv",\n eprint = "2411.07102",\n timestamp = "Sun, 07 Dec 2025 00:00:00 +0100",\n biburl = "https://dblp.org/rec/journals/corr/abs-2411-07102.bib",\n bibsource = "dblp computer science bibliography, https://dblp.org"\n}\n\n\n
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\n\n \n \n \n \n \n \n Optimization-Driven Design of Monolithic Soft-Rigid Grippers.\n \n \n \n \n\n\n \n Mansueto, P.; Dragusanu, M.; Saeed, A.; Malvezzi, M.; Lapucci, M.; and Salvietti, G.\n\n\n \n\n\n\n
CoRR, abs/2412.07556. 2024.\n
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@article{DBLP:journals/corr/abs-2412-07556,\n author = "Mansueto, Pierluigi and Dragusanu, Mihai and Saeed, Anjum and Malvezzi, Monica and Lapucci, Matteo and Salvietti, Gionata",\n title = "Optimization-Driven Design of Monolithic Soft-Rigid Grippers",\n journal = "CoRR",\n volume = "abs/2412.07556",\n year = "2024",\n url = "https://doi.org/10.48550/arXiv.2412.07556",\n doi = "10.48550/ARXIV.2412.07556",\n eprinttype = "arXiv",\n eprint = "2412.07556",\n timestamp = "Sun, 07 Dec 2025 00:00:00 +0100",\n biburl = "https://dblp.org/rec/journals/corr/abs-2412-07556.bib",\n bibsource = "dblp computer science bibliography, https://dblp.org"\n}\n\n\n
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\n\n \n \n \n \n \n \n Memetic Differential Evolution Methods for Semi-Supervised Clustering.\n \n \n \n \n\n\n \n Mansueto, P.; and Schoen, F.\n\n\n \n\n\n\n
CoRR, abs/2403.04322. 2024.\n
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@article{DBLP:journals/corr/abs-2403-04322,\n author = "Mansueto, Pierluigi and Schoen, Fabio",\n title = "Memetic Differential Evolution Methods for Semi-Supervised Clustering",\n journal = "CoRR",\n volume = "abs/2403.04322",\n year = "2024",\n url = "https://doi.org/10.48550/arXiv.2403.04322",\n doi = "10.48550/ARXIV.2403.04322",\n eprinttype = "arXiv",\n eprint = "2403.04322",\n timestamp = "Sun, 06 Oct 2024 01:00:00 +0200",\n biburl = "https://dblp.org/rec/journals/corr/abs-2403-04322.bib",\n bibsource = "dblp computer science bibliography, https://dblp.org"\n}\n\n\n
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\n\n \n \n \n \n \n \n Continual learning for adaptive social network identification.\n \n \n \n \n\n\n \n Magistri, S.; Baracchi, D.; Shullani, D.; Bagdanov, A. D.; and Piva, A.\n\n\n \n\n\n\n
Pattern Recognit. Lett., 180: 82–89. 2024.\n
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@article{DBLP:journals/prl/MagistriBSBP24,\n author = "Magistri, Simone and Baracchi, Daniele and Shullani, Dasara and Bagdanov, Andrew D. and Piva, Alessandro",\n title = "Continual learning for adaptive social network identification",\n journal = "Pattern Recognit. Lett.",\n volume = "180",\n pages = "82--89",\n year = "2024",\n url = "https://doi.org/10.1016/j.patrec.2024.02.020",\n doi = "10.1016/J.PATREC.2024.02.020",\n timestamp = "Sun, 04 Aug 2024 01:00:00 +0200",\n biburl = "https://dblp.org/rec/journals/prl/MagistriBSBP24.bib",\n bibsource = "dblp computer science bibliography, https://dblp.org"\n}\n\n\n
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\n\n \n \n \n \n \n \n An Empirical Analysis of Forgetting in Pre-trained Models with Incremental Low-Rank Updates.\n \n \n \n \n\n\n \n Soutif, A.; Magistri, S.; van de Weijer, J.; and Bagdanov, A. D.\n\n\n \n\n\n\n In Lomonaco, V.; Melacci, S.; Tuytelaars, T.; Chandar, S.; and Pascanu, R., editor(s),
Conference on Lifelong Learning Agents, 29-1 August 2024, University of Pisa, Pisa, Italy, volume 274, of
Proceedings of Machine Learning Research, pages 996–1012, 2024. PMLR\n
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@inproceedings{DBLP:conf/collas/SoutifM0B24,\n author = "Soutif, Albin and Magistri, Simone and van de Weijer, Joost and Bagdanov, Andrew D.",\n editor = "Lomonaco, Vincenzo and Melacci, Stefano and Tuytelaars, Tinne and Chandar, Sarath and Pascanu, Razvan",\n title = "An Empirical Analysis of Forgetting in Pre-trained Models with Incremental Low-Rank Updates",\n booktitle = "Conference on Lifelong Learning Agents, 29-1 August 2024, University of Pisa, Pisa, Italy",\n series = "Proceedings of Machine Learning Research",\n volume = "274",\n pages = "996--1012",\n publisher = "{PMLR}",\n year = "2024",\n url = "https://proceedings.mlr.press/v274/soutif25a.html",\n timestamp = "Thu, 20 Mar 2025 00:00:00 +0100",\n biburl = "https://dblp.org/rec/conf/collas/SoutifM0B24.bib",\n bibsource = "dblp computer science bibliography, https://dblp.org"\n}\n\n\n
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\n\n \n \n \n \n \n \n How Green Is Continual Learning, Really? Analyzing the Energy Consumption in Continual Training of Vision Foundation Models.\n \n \n \n \n\n\n \n Trinci, T.; Magistri, S.; Verdecchia, R.; and Bagdanov, A. D.\n\n\n \n\n\n\n In Bue, A. D.; Canton, C.; Pont-Tuset, J.; and Tommasi, T., editor(s),
Computer Vision - ECCV 2024 Workshops - Milan, Italy, September 29-October 4, 2024, Proceedings, Part XXII, volume 15644, of
Lecture Notes in Computer Science, pages 300–317, 2024. Springer\n
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@inproceedings{DBLP:conf/eccv/TrinciMVB24,\n author = "Trinci, Tomaso and Magistri, Simone and Verdecchia, Roberto and Bagdanov, Andrew D.",\n editor = "Bue, Alessio Del and Canton, Cristian and Pont{-}Tuset, Jordi and Tommasi, Tatiana",\n title = "How Green Is Continual Learning, Really? Analyzing the Energy Consumption in Continual Training of Vision Foundation Models",\n booktitle = "Computer Vision - {ECCV} 2024 Workshops - Milan, Italy, September 29-October 4, 2024, Proceedings, Part {XXII}",\n series = "Lecture Notes in Computer Science",\n volume = "15644",\n pages = "300--317",\n publisher = "Springer",\n year = "2024",\n url = "https://doi.org/10.1007/978-3-031-92089-9\\\\_19",\n doi = "10.1007/978-3-031-92089-9\\\\_19",\n timestamp = "Fri, 04 Jul 2025 01:00:00 +0200",\n biburl = "https://dblp.org/rec/conf/eccv/TrinciMVB24.bib",\n bibsource = "dblp computer science bibliography, https://dblp.org"\n}\n\n\n
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\n\n \n \n \n \n \n \n Incremental and Decremental Continual Learning for Privacy-Preserving Video Recognition.\n \n \n \n \n\n\n \n Caselli, L.; Magistri, S.; Bianconcini, T.; Benericetti, A.; de Andrade, D. C.; and Bagdanov, A. D.\n\n\n \n\n\n\n In Bue, A. D.; Canton, C.; Pont-Tuset, J.; and Tommasi, T., editor(s),
Computer Vision - ECCV 2024 Workshops - Milan, Italy, September 29-October 4, 2024, Proceedings, Part XXI, volume 15643, of
Lecture Notes in Computer Science, pages 333–350, 2024. Springer\n
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@inproceedings{DBLP:conf/eccv/CaselliMBBAB24,\n author = "Caselli, Lorenzo and Magistri, Simone and Bianconcini, Tommaso and Benericetti, Andrea and de Andrade, Douglas Coimbra and Bagdanov, Andrew D.",\n editor = "Bue, Alessio Del and Canton, Cristian and Pont{-}Tuset, Jordi and Tommasi, Tatiana",\n title = "Incremental and Decremental Continual Learning for Privacy-Preserving Video Recognition",\n booktitle = "Computer Vision - {ECCV} 2024 Workshops - Milan, Italy, September 29-October 4, 2024, Proceedings, Part {XXI}",\n series = "Lecture Notes in Computer Science",\n volume = "15643",\n pages = "333--350",\n publisher = "Springer",\n year = "2024",\n url = "https://doi.org/10.1007/978-3-031-92648-8\\\\_20",\n doi = "10.1007/978-3-031-92648-8\\\\_20",\n timestamp = "Tue, 05 Aug 2025 01:00:00 +0200",\n biburl = "https://dblp.org/rec/conf/eccv/CaselliMBBAB24.bib",\n bibsource = "dblp computer science bibliography, https://dblp.org"\n}\n\n\n
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\n\n \n \n \n \n \n \n Elastic Feature Consolidation For Cold Start Exemplar-Free Incremental Learning.\n \n \n \n \n\n\n \n Magistri, S.; Trinci, T.; Soutif-Cormerais, A.; van de Weijer, J.; and Bagdanov, A. D.\n\n\n \n\n\n\n In
The Twelfth International Conference on Learning Representations, ICLR 2024, Vienna, Austria, May 7-11, 2024, 2024. OpenReview.net\n
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@inproceedings{DBLP:conf/iclr/MagistriTS0B24,\n author = "Magistri, Simone and Trinci, Tomaso and Soutif{-}Cormerais, Albin and van de Weijer, Joost and Bagdanov, Andrew D.",\n title = "Elastic Feature Consolidation For Cold Start Exemplar-Free Incremental Learning",\n booktitle = "The Twelfth International Conference on Learning Representations, {ICLR} 2024, Vienna, Austria, May 7-11, 2024",\n publisher = "OpenReview.net",\n year = "2024",\n url = "https://openreview.net/forum?id=7D9X2cFnt1",\n timestamp = "Wed, 07 Aug 2024 01:00:00 +0200",\n biburl = "https://dblp.org/rec/conf/iclr/MagistriTS0B24.bib",\n bibsource = "dblp computer science bibliography, https://dblp.org"\n}\n\n\n
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\n\n \n \n \n \n \n \n Elastic Feature Consolidation for Cold Start Exemplar-free Incremental Learning.\n \n \n \n \n\n\n \n Magistri, S.; Trinci, T.; Soutif-Cormerais, A.; van de Weijer, J.; and Bagdanov, A. D.\n\n\n \n\n\n\n
CoRR, abs/2402.03917. 2024.\n
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@article{DBLP:journals/corr/abs-2402-03917,\n author = "Magistri, Simone and Trinci, Tomaso and Soutif{-}Cormerais, Albin and van de Weijer, Joost and Bagdanov, Andrew D.",\n title = "Elastic Feature Consolidation for Cold Start Exemplar-free Incremental Learning",\n journal = "CoRR",\n volume = "abs/2402.03917",\n year = "2024",\n url = "https://doi.org/10.48550/arXiv.2402.03917",\n doi = "10.48550/ARXIV.2402.03917",\n eprinttype = "arXiv",\n eprint = "2402.03917",\n timestamp = "Mon, 12 Feb 2024 00:00:00 +0100",\n biburl = "https://dblp.org/rec/journals/corr/abs-2402-03917.bib",\n bibsource = "dblp computer science bibliography, https://dblp.org"\n}\n\n\n
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\n\n \n \n \n \n \n \n An Empirical Analysis of Forgetting in Pre-trained Models with Incremental Low-Rank Updates.\n \n \n \n \n\n\n \n Soutif-Cormerais, A.; Magistri, S.; van de Weijer, J.; and Bagdanov, A. D.\n\n\n \n\n\n\n
CoRR, abs/2405.18069. 2024.\n
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@article{DBLP:journals/corr/abs-2405-18069,\n author = "Soutif{-}Cormerais, Albin and Magistri, Simone and van de Weijer, Joost and Bagdanov, Andrew D.",\n title = "An Empirical Analysis of Forgetting in Pre-trained Models with Incremental Low-Rank Updates",\n journal = "CoRR",\n volume = "abs/2405.18069",\n year = "2024",\n url = "https://doi.org/10.48550/arXiv.2405.18069",\n doi = "10.48550/ARXIV.2405.18069",\n eprinttype = "arXiv",\n eprint = "2405.18069",\n timestamp = "Fri, 21 Jun 2024 01:00:00 +0200",\n biburl = "https://dblp.org/rec/journals/corr/abs-2405-18069.bib",\n bibsource = "dblp computer science bibliography, https://dblp.org"\n}\n\n\n
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\n\n \n \n \n \n \n \n How green is continual learning, really? Analyzing the energy consumption in continual training of vision foundation models.\n \n \n \n \n\n\n \n Trinci, T.; Magistri, S.; Verdecchia, R.; and Bagdanov, A. D.\n\n\n \n\n\n\n
CoRR, abs/2409.18664. 2024.\n
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@article{DBLP:journals/corr/abs-2409-18664,\n author = "Trinci, Tomaso and Magistri, Simone and Verdecchia, Roberto and Bagdanov, Andrew D.",\n title = "How green is continual learning, really? Analyzing the energy consumption in continual training of vision foundation models",\n journal = "CoRR",\n volume = "abs/2409.18664",\n year = "2024",\n url = "https://doi.org/10.48550/arXiv.2409.18664",\n doi = "10.48550/ARXIV.2409.18664",\n eprinttype = "arXiv",\n eprint = "2409.18664",\n timestamp = "Thu, 17 Oct 2024 01:00:00 +0200",\n biburl = "https://dblp.org/rec/journals/corr/abs-2409-18664.bib",\n bibsource = "dblp computer science bibliography, https://dblp.org"\n}\n\n\n
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\n\n \n \n \n \n \n \n Covariances for Free: Exploiting Mean Distributions for Federated Learning with Pre-Trained Models.\n \n \n \n \n\n\n \n Goswami, D.; Magistri, S.; Wang, K.; Twardowski, B.; Bagdanov, A. D.; and van de Weijer, J.\n\n\n \n\n\n\n
CoRR, abs/2412.14326. 2024.\n
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@article{DBLP:journals/corr/abs-2412-14326,\n author = "Goswami, Dipam and Magistri, Simone and Wang, Kai and Twardowski, Bartlomiej and Bagdanov, Andrew D. and van de Weijer, Joost",\n title = "Covariances for Free: Exploiting Mean Distributions for Federated Learning with Pre-Trained Models",\n journal = "CoRR",\n volume = "abs/2412.14326",\n year = "2024",\n url = "https://doi.org/10.48550/arXiv.2412.14326",\n doi = "10.48550/ARXIV.2412.14326",\n eprinttype = "arXiv",\n eprint = "2412.14326",\n timestamp = "Thu, 23 Jan 2025 00:00:00 +0100",\n biburl = "https://dblp.org/rec/journals/corr/abs-2412-14326.bib",\n bibsource = "dblp computer science bibliography, https://dblp.org"\n}\n\n\n
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