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@article{DBLP:journals/corr/abs-2406-03216, author = {Martin Wistuba and Prabhu Teja Sivaprasad and Lukas Balles and Giovanni Zappella}, title = {Choice of {PEFT} Technique in Continual Learning: Prompt Tuning is Not All You Need}, journal = {CoRR}, volume = {abs/2406.03216}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2406.03216}, doi = {10.48550/ARXIV.2406.03216}, eprinttype = {arXiv}, eprint = {2406.03216}, timestamp = {Fri, 05 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2406-03216.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2407-21424, author = {Simon Valentin and Jinmiao Fu and Gianluca Detommaso and Shaoyuan Xu and Giovanni Zappella and Bryan Wang}, title = {Cost-Effective Hallucination Detection for LLMs}, journal = {CoRR}, volume = {abs/2407.21424}, year = {2024}, url = {https://doi.org/10.48550/arXiv.2407.21424}, doi = {10.48550/ARXIV.2407.21424}, eprinttype = {arXiv}, eprint = {2407.21424}, timestamp = {Wed, 21 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2407-21424.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/iclr/BohdalBWEAZ23, author = {Ondrej Bohdal and Lukas Balles and Martin Wistuba and Beyza Ermis and C{\'{e}}dric Archambeau and Giovanni Zappella}, title = {{PASHA:} Efficient {HPO} and {NAS} with Progressive Resource Allocation}, booktitle = {The Eleventh International Conference on Learning Representations, {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023}, publisher = {OpenReview.net}, year = {2023}, url = {https://openreview.net/forum?id=syfgJE6nFRW}, timestamp = {Wed, 24 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/iclr/BohdalBWEAZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2304-12067, author = {Martin Wistuba and Martin Ferianc and Lukas Balles and C{\'{e}}dric Archambeau and Giovanni Zappella}, title = {Renate: {A} Library for Real-World Continual Learning}, journal = {CoRR}, volume = {abs/2304.12067}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2304.12067}, doi = {10.48550/ARXIV.2304.12067}, eprinttype = {arXiv}, eprint = {2304.12067}, timestamp = {Wed, 03 May 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2304-12067.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2311-17601, author = {Martin Wistuba and Prabhu Teja Sivaprasad and Lukas Balles and Giovanni Zappella}, title = {Continual Learning with Low Rank Adaptation}, journal = {CoRR}, volume = {abs/2311.17601}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2311.17601}, doi = {10.48550/ARXIV.2311.17601}, eprinttype = {arXiv}, eprint = {2311.17601}, timestamp = {Tue, 05 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2311-17601.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2312-05021, author = {Lukas Balles and C{\'{e}}dric Archambeau and Giovanni Zappella}, title = {A Negative Result on Gradient Matching for Selective Backprop}, journal = {CoRR}, volume = {abs/2312.05021}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2312.05021}, doi = {10.48550/ARXIV.2312.05021}, eprinttype = {arXiv}, eprint = {2312.05021}, timestamp = {Wed, 03 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2312-05021.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cvpr/ErmisZWRA22, author = {Beyza Ermis and Giovanni Zappella and Martin Wistuba and Aditya Rawal and C{\'{e}}dric Archambeau}, title = {Continual Learning with Transformers for Image Classification}, booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition Workshops, {CVPR} Workshops 2022, New Orleans, LA, USA, June 19-20, 2022}, pages = {3773--3780}, publisher = {{IEEE}}, year = {2022}, url = {https://doi.org/10.1109/CVPRW56347.2022.00422}, doi = {10.1109/CVPRW56347.2022.00422}, timestamp = {Mon, 29 Aug 2022 11:44:03 +0200}, biburl = {https://dblp.org/rec/conf/cvpr/ErmisZWRA22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/ErmisZWRA22, author = {Beyza Ermis and Giovanni Zappella and Martin Wistuba and Aditya Rawal and C{\'{e}}dric Archambeau}, editor = {Sanmi Koyejo and S. Mohamed and A. Agarwal and Danielle Belgrave and K. Cho and A. Oh}, title = {Memory Efficient Continual Learning with Transformers}, booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022}, year = {2022}, url = {http://papers.nips.cc/paper\_files/paper/2022/hash/4522de4178bddb36b49aa26efad537cf-Abstract-Conference.html}, timestamp = {Mon, 08 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/ErmisZWRA22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-04640, author = {Beyza Ermis and Giovanni Zappella and Martin Wistuba and C{\'{e}}dric Archambeau}, title = {Memory Efficient Continual Learning for Neural Text Classification}, journal = {CoRR}, volume = {abs/2203.04640}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.04640}, doi = {10.48550/ARXIV.2203.04640}, eprinttype = {arXiv}, eprint = {2203.04640}, timestamp = {Wed, 16 Mar 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-04640.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2203-14544, author = {Lukas Balles and Giovanni Zappella and C{\'{e}}dric Archambeau}, title = {Gradient-Matching Coresets for Rehearsal-Based Continual Learning}, journal = {CoRR}, volume = {abs/2203.14544}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2203.14544}, doi = {10.48550/ARXIV.2203.14544}, eprinttype = {arXiv}, eprint = {2203.14544}, timestamp = {Mon, 04 Apr 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2203-14544.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2206-14085, author = {Beyza Ermis and Giovanni Zappella and Martin Wistuba and Aditya Rawal and C{\'{e}}dric Archambeau}, title = {Continual Learning with Transformers for Image Classification}, journal = {CoRR}, volume = {abs/2206.14085}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2206.14085}, doi = {10.48550/ARXIV.2206.14085}, eprinttype = {arXiv}, eprint = {2206.14085}, timestamp = {Mon, 04 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2206-14085.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2207-06940, author = {Ondrej Bohdal and Lukas Balles and Beyza Ermis and C{\'{e}}dric Archambeau and Giovanni Zappella}, title = {{PASHA:} Efficient {HPO} with Progressive Resource Allocation}, journal = {CoRR}, volume = {abs/2207.06940}, year = {2022}, url = {https://doi.org/10.48550/arXiv.2207.06940}, doi = {10.48550/ARXIV.2207.06940}, eprinttype = {arXiv}, eprint = {2207.06940}, timestamp = {Tue, 19 Jul 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2207-06940.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uai/ErmisZA21, author = {Beyza Ermis and Giovanni Zappella and C{\'{e}}dric Archambeau}, editor = {Cassio P. de Campos and Marloes H. Maathuis and Erik Quaeghebeur}, title = {Towards robust episodic meta-learning}, booktitle = {Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, {UAI} 2021, Virtual Event, 27-30 July 2021}, series = {Proceedings of Machine Learning Research}, volume = {161}, pages = {1342--1351}, publisher = {{AUAI} Press}, year = {2021}, url = {https://proceedings.mlr.press/v161/ermis21a.html}, timestamp = {Fri, 17 Dec 2021 17:06:27 +0100}, biburl = {https://dblp.org/rec/conf/uai/ErmisZA21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2103-16111, author = {Giovanni Zappella and David Salinas and C{\'{e}}dric Archambeau}, title = {A resource-efficient method for repeated {HPO} and {NAS} problems}, journal = {CoRR}, volume = {abs/2103.16111}, year = {2021}, url = {https://arxiv.org/abs/2103.16111}, eprinttype = {arXiv}, eprint = {2103.16111}, timestamp = {Wed, 07 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2103-16111.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2112-05025, author = {Lukas Balles and Giovanni Zappella and C{\'{e}}dric Archambeau}, title = {Gradient-matching coresets for continual learning}, journal = {CoRR}, volume = {abs/2112.05025}, year = {2021}, url = {https://arxiv.org/abs/2112.05025}, eprinttype = {arXiv}, eprint = {2112.05025}, timestamp = {Mon, 13 Dec 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2112-05025.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/ErmisESZ20, author = {Beyza Ermis and Patrick Ernst and Yannik Stein and Giovanni Zappella}, editor = {Mathieu d'Aquin and Stefan Dietze and Claudia Hauff and Edward Curry and Philippe Cudr{\'{e}}{-}Mauroux}, title = {Learning to Rank in the Position Based Model with Bandit Feedback}, booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020}, pages = {2405--2412}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3340531.3412723}, doi = {10.1145/3340531.3412723}, timestamp = {Fri, 25 Dec 2020 01:15:14 +0100}, biburl = {https://dblp.org/rec/conf/cikm/ErmisESZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cikm/MoerchenEZ20, author = {Fabian Moerchen and Patrick Ernst and Giovanni Zappella}, editor = {Mathieu d'Aquin and Stefan Dietze and Claudia Hauff and Edward Curry and Philippe Cudr{\'{e}}{-}Mauroux}, title = {Personalizing Natural Language Understanding using Multi-armed Bandits and Implicit Feedback}, booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020}, pages = {2661--2668}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3340531.3412736}, doi = {10.1145/3340531.3412736}, timestamp = {Mon, 19 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/cikm/MoerchenEZ20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/VernadeCLZEB20, author = {Claire Vernade and Alexandra Carpentier and Tor Lattimore and Giovanni Zappella and Beyza Ermis and Michael Br{\"{u}}ckner}, title = {Linear bandits with Stochastic Delayed Feedback}, booktitle = {Proceedings of the 37th International Conference on Machine Learning, {ICML} 2020, 13-18 July 2020, Virtual Event}, series = {Proceedings of Machine Learning Research}, volume = {119}, pages = {9712--9721}, publisher = {{PMLR}}, year = {2020}, url = {http://proceedings.mlr.press/v119/vernade20a.html}, timestamp = {Tue, 15 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icml/VernadeCLZEB20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-13106, author = {Beyza Ermis and Patrick Ernst and Yannik Stein and Giovanni Zappella}, title = {Learning to Rank in the Position Based Model with Bandit Feedback}, journal = {CoRR}, volume = {abs/2004.13106}, year = {2020}, url = {https://arxiv.org/abs/2004.13106}, eprinttype = {arXiv}, eprint = {2004.13106}, timestamp = {Sat, 02 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-13106.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2004-13576, author = {Giuseppe Di Benedetto and Vito Bellini and Giovanni Zappella}, title = {A Linear Bandit for Seasonal Environments}, journal = {CoRR}, volume = {abs/2004.13576}, year = {2020}, url = {https://arxiv.org/abs/2004.13576}, eprinttype = {arXiv}, eprint = {2004.13576}, timestamp = {Sun, 03 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2004-13576.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2012-08483, author = {Piali Das and Valerio Perrone and Nikita Ivkin and Tanya Bansal and Zohar S. Karnin and Huibin Shen and Iaroslav Shcherbatyi and Yotam Elor and Wilton Wu and Aida Zolic and Thibaut Li{\'{e}}nart and Alex Tang and Amr Ahmed and Jean Baptiste Faddoul and Rodolphe Jenatton and Fela Winkelmolen and Philip Gautier and Leo Dirac and Andre Perunicic and Miroslav Miladinovic and Giovanni Zappella and C{\'{e}}dric Archambeau and Matthias W. Seeger and Bhaskar Dutt and Laurence Rouesnel}, title = {Amazon SageMaker Autopilot: a white box AutoML solution at scale}, journal = {CoRR}, volume = {abs/2012.08483}, year = {2020}, url = {https://arxiv.org/abs/2012.08483}, eprinttype = {arXiv}, eprint = {2012.08483}, timestamp = {Tue, 17 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2012-08483.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1807-02089, author = {Claire Vernade and Alexandra Carpentier and Giovanni Zappella and Beyza Ermis and Michael Br{\"{u}}ckner}, title = {Contextual Bandits under Delayed Feedback}, journal = {CoRR}, volume = {abs/1807.02089}, year = {2018}, url = {http://arxiv.org/abs/1807.02089}, eprinttype = {arXiv}, eprint = {1807.02089}, timestamp = {Mon, 07 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-1807-02089.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/GentileLKKZE17, author = {Claudio Gentile and Shuai Li and Purushottam Kar and Alexandros Karatzoglou and Giovanni Zappella and Evans Etrue}, editor = {Doina Precup and Yee Whye Teh}, title = {On Context-Dependent Clustering of Bandits}, booktitle = {Proceedings of the 34th International Conference on Machine Learning, {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017}, series = {Proceedings of Machine Learning Research}, volume = {70}, pages = {1253--1262}, publisher = {{PMLR}}, year = {2017}, url = {http://proceedings.mlr.press/v70/gentile17a.html}, timestamp = {Thu, 01 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/GentileLKKZE17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LiGKZ16, author = {Shuai Li and Claudio Gentile and Alexandros Karatzoglou and Giovanni Zappella}, title = {Online Context-Dependent Clustering in Recommendations based on Exploration-Exploitation Algorithms}, journal = {CoRR}, volume = {abs/1608.03544}, year = {2016}, url = {http://arxiv.org/abs/1608.03544}, eprinttype = {arXiv}, eprint = {1608.03544}, timestamp = {Tue, 13 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LiGKZ16.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LiGKZ15, author = {Shuai Li and Claudio Gentile and Alexandros Karatzoglou and Giovanni Zappella}, title = {Data-Dependent Clustering in Exploration-Exploitation Algorithms}, journal = {CoRR}, volume = {abs/1502.03473}, year = {2015}, url = {http://arxiv.org/abs/1502.03473}, eprinttype = {arXiv}, eprint = {1502.03473}, timestamp = {Tue, 13 Aug 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LiGKZ15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/GentileLZ14, author = {Claudio Gentile and Shuai Li and Giovanni Zappella}, title = {Online Clustering of Bandits}, booktitle = {Proceedings of the 31th International Conference on Machine Learning, {ICML} 2014, Beijing, China, 21-26 June 2014}, series = {{JMLR} Workshop and Conference Proceedings}, volume = {32}, pages = {757--765}, publisher = {JMLR.org}, year = {2014}, url = {http://proceedings.mlr.press/v32/gentile14.html}, timestamp = {Wed, 29 May 2019 08:41:45 +0200}, biburl = {https://dblp.org/rec/conf/icml/GentileLZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/GentileLZ14, author = {Claudio Gentile and Shuai Li and Giovanni Zappella}, title = {Online Clustering of Bandits}, journal = {CoRR}, volume = {abs/1401.8257}, year = {2014}, url = {http://arxiv.org/abs/1401.8257}, eprinttype = {arXiv}, eprint = {1401.8257}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/GentileLZ14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/Cesa-BianchiGVZ13, author = {Nicol{\`{o}} Cesa{-}Bianchi and Claudio Gentile and Fabio Vitale and Giovanni Zappella}, title = {Random spanning trees and the prediction ofweighted graphs}, journal = {J. Mach. Learn. Res.}, volume = {14}, number = {1}, pages = {1251--1284}, year = {2013}, url = {https://dl.acm.org/doi/10.5555/2567709.2502620}, doi = {10.5555/2567709.2502620}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/Cesa-BianchiGVZ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/MontiRZZAC13, author = {Corrado Monti and Alessandro Rozza and Giovanni Zappella and Matteo Zignani and Adam Arvidsson and Elanor Colleoni}, editor = {Erik Cambria and Bing Liu and Yongzheng Zhang and Yunqing Xia}, title = {Modelling political disaffection from Twitter data}, booktitle = {Proceedings of the Second International Workshop on Issues of Sentiment Discovery and Opinion Mining, {WISDOM} 2013, Chicago, IL, USA, August 11, 2013}, pages = {3:1--3:9}, publisher = {{ACM}}, year = {2013}, url = {https://doi.org/10.1145/2502069.2502072}, doi = {10.1145/2502069.2502072}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/kdd/MontiRZZAC13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Cesa-BianchiGZ13, author = {Nicol{\`{o}} Cesa{-}Bianchi and Claudio Gentile and Giovanni Zappella}, editor = {Christopher J. C. Burges and L{\'{e}}on Bottou and Zoubin Ghahramani and Kilian Q. Weinberger}, title = {A Gang of Bandits}, booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States}, pages = {737--745}, year = {2013}, url = {https://proceedings.neurips.cc/paper/2013/hash/18997733ec258a9fcaf239cc55d53363-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/Cesa-BianchiGZ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/Cesa-BianchiGZ13, author = {Nicol{\`{o}} Cesa{-}Bianchi and Claudio Gentile and Giovanni Zappella}, title = {A Gang of Bandits}, journal = {CoRR}, volume = {abs/1306.0811}, year = {2013}, url = {http://arxiv.org/abs/1306.0811}, eprinttype = {arXiv}, eprint = {1306.0811}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/Cesa-BianchiGZ13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1301-4767, author = {Nicol{\`{o}} Cesa{-}Bianchi and Claudio Gentile and Fabio Vitale and Giovanni Zappella}, title = {A Linear Time Active Learning Algorithm for Link Classification}, journal = {CoRR}, volume = {abs/1301.4767}, year = {2013}, url = {http://arxiv.org/abs/1301.4767}, eprinttype = {arXiv}, eprint = {1301.4767}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1301-4767.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1301-4769, author = {Nicol{\`{o}} Cesa{-}Bianchi and Claudio Gentile and Fabio Vitale and Giovanni Zappella}, title = {A Correlation Clustering Approach to Link Classification in Signed Networks}, journal = {CoRR}, volume = {abs/1301.4769}, year = {2013}, url = {http://arxiv.org/abs/1301.4769}, eprinttype = {arXiv}, eprint = {1301.4769}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1301-4769.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1301-5112, author = {Nicol{\`{o}} Cesa{-}Bianchi and Claudio Gentile and Fabio Vitale and Giovanni Zappella}, title = {Active Learning on Trees and Graphs}, journal = {CoRR}, volume = {abs/1301.5112}, year = {2013}, url = {http://arxiv.org/abs/1301.5112}, eprinttype = {arXiv}, eprint = {1301.5112}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1301-5112.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1301-5160, author = {Fabio Vitale and Nicol{\`{o}} Cesa{-}Bianchi and Claudio Gentile and Giovanni Zappella}, title = {See the Tree Through the Lines: The Shazoo Algorithm}, journal = {CoRR}, volume = {abs/1301.5160}, year = {2013}, url = {http://arxiv.org/abs/1301.5160}, eprinttype = {arXiv}, eprint = {1301.5160}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1301-5160.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1301-6630, author = {Corrado Monti and Alessandro Rozza and Giovanni Zappella and Matteo Zignani and Adam Arvidsson and Monica Poletti}, title = {Political Disaffection: a case study on the Italian Twitter community}, journal = {CoRR}, volume = {abs/1301.6630}, year = {2013}, url = {http://arxiv.org/abs/1301.6630}, eprinttype = {arXiv}, eprint = {1301.6630}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1301-6630.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpram/AliZBC12, author = {Omar Ali and Giovanni Zappella and Tijl De Bie and Nello Cristianini}, editor = {Pedro Latorre Carmona and J. Salvador S{\'{a}}nchez and Ana L. N. Fred}, title = {An Empirical Comparison of Label Prediction Algorithms on Automatically Inferred Networks}, booktitle = {{ICPRAM} 2012 - Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods, Volume 2, Vilamoura, Algarve, Portugal, 6-8 February, 2012}, pages = {259--268}, publisher = {SciTePress}, year = {2012}, timestamp = {Thu, 26 Jul 2018 12:47:50 +0200}, biburl = {https://dblp.org/rec/conf/icpram/AliZBC12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/Cesa-BianchiGVZ12, author = {Nicol{\`{o}} Cesa{-}Bianchi and Claudio Gentile and Fabio Vitale and Giovanni Zappella}, editor = {Peter L. Bartlett and Fernando C. N. Pereira and Christopher J. C. Burges and L{\'{e}}on Bottou and Kilian Q. Weinberger}, title = {A Linear Time Active Learning Algorithm for Link Classification}, booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States}, pages = {1619--1627}, year = {2012}, url = {https://proceedings.neurips.cc/paper/2012/hash/bf62768ca46b6c3b5bea9515d1a1fc45-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/Cesa-BianchiGVZ12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/Cesa-BianchiGVZ12, author = {Nicol{\`{o}} Cesa{-}Bianchi and Claudio Gentile and Fabio Vitale and Giovanni Zappella}, editor = {Shie Mannor and Nathan Srebro and Robert C. Williamson}, title = {A Correlation Clustering Approach to Link Classification in Signed Networks}, booktitle = {{COLT} 2012 - The 25th Annual Conference on Learning Theory, June 25-27, 2012, Edinburgh, Scotland}, series = {{JMLR} Proceedings}, volume = {23}, pages = {34.1--34.20}, publisher = {JMLR.org}, year = {2012}, url = {http://proceedings.mlr.press/v23/cesa-bianchi12/cesa-bianchi12.pdf}, timestamp = {Wed, 29 May 2019 08:41:46 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/Cesa-BianchiGVZ12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1212-5637, author = {Nicol{\`{o}} Cesa{-}Bianchi and Claudio Gentile and Fabio Vitale and Giovanni Zappella}, title = {Random Spanning Trees and the Prediction of Weighted Graphs}, journal = {CoRR}, volume = {abs/1212.5637}, year = {2012}, url = {http://arxiv.org/abs/1212.5637}, eprinttype = {arXiv}, eprint = {1212.5637}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1212-5637.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/VitaleCGZ11, author = {Fabio Vitale and Nicol{\`{o}} Cesa{-}Bianchi and Claudio Gentile and Giovanni Zappella}, editor = {John Shawe{-}Taylor and Richard S. Zemel and Peter L. Bartlett and Fernando C. N. Pereira and Kilian Q. Weinberger}, title = {See the Tree Through the Lines: The Shazoo Algorithm}, booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, Granada, Spain}, pages = {1584--1592}, year = {2011}, url = {https://proceedings.neurips.cc/paper/2011/hash/8b6dd7db9af49e67306feb59a8bdc52c-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/VitaleCGZ11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1112-4344, author = {Giovanni Zappella}, title = {A Scalable Multiclass Algorithm for Node Classification}, journal = {CoRR}, volume = {abs/1112.4344}, year = {2011}, url = {http://arxiv.org/abs/1112.4344}, eprinttype = {arXiv}, eprint = {1112.4344}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1112-4344.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/colt/Cesa-BianchiGVZ10, author = {Nicol{\`{o}} Cesa{-}Bianchi and Claudio Gentile and Fabio Vitale and Giovanni Zappella}, editor = {Adam Tauman Kalai and Mehryar Mohri}, title = {Active Learning on Trees and Graphs}, booktitle = {{COLT} 2010 - The 23rd Conference on Learning Theory, Haifa, Israel, June 27-29, 2010}, pages = {320--332}, publisher = {Omnipress}, year = {2010}, url = {http://colt2010.haifa.il.ibm.com/papers/COLT2010proceedings.pdf\#page=328}, timestamp = {Tue, 25 Jan 2022 13:23:33 +0100}, biburl = {https://dblp.org/rec/conf/colt/Cesa-BianchiGVZ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/Cesa-BianchiGVZ10, author = {Nicol{\`{o}} Cesa{-}Bianchi and Claudio Gentile and Fabio Vitale and Giovanni Zappella}, editor = {Johannes F{\"{u}}rnkranz and Thorsten Joachims}, title = {Random Spanning Trees and the Prediction of Weighted Graphs}, booktitle = {Proceedings of the 27th International Conference on Machine Learning (ICML-10), June 21-24, 2010, Haifa, Israel}, pages = {175--182}, publisher = {Omnipress}, year = {2010}, url = {https://icml.cc/Conferences/2010/papers/298.pdf}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/Cesa-BianchiGVZ10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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