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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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