Stop the war!

Остановите войну!

for scientists:

default search action

combined dblp search
author search
venue search
publication search

ask others

BibTeX records: Andreas Argyriou

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

> Home > Persons > Andreas Argyriou

download as .bib file

@inproceedings{DBLP:conf/kdd/ShenZLWGAW20,
  author       = {Iris Shen and
                  Le Zhang and
                  Jianxun Lian and
                  Chieh{-}Han Wu and
                  Miguel Gonz{\'{a}}lez{-}Fierro and
                  Andreas Argyriou and
                  Tao Wu},
  editor       = {Rajesh Gupta and
                  Yan Liu and
                  Jiliang Tang and
                  B. Aditya Prakash},
  title        = {In Search for a Cure: Recommendation With Knowledge Graph on {CORD-19}},
  booktitle    = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
                  and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
  pages        = {3519--3520},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3394486.3406711},
  doi          = {10.1145/3394486.3406711},
  timestamp    = {Tue, 09 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/kdd/ShenZLWGAW20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/www/ArgyriouGZ20,
  author       = {Andreas Argyriou and
                  Miguel Gonz{\'{a}}lez{-}Fierro and
                  Le Zhang},
  editor       = {Amal El Fallah Seghrouchni and
                  Gita Sukthankar and
                  Tie{-}Yan Liu and
                  Maarten van Steen},
  title        = {Microsoft Recommenders: Best Practices for Production-Ready Recommendation
                  Systems},
  booktitle    = {Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24,
                  2020},
  pages        = {50--51},
  publisher    = {{ACM} / {IW3C2}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3366424.3382692},
  doi          = {10.1145/3366424.3382692},
  timestamp    = {Thu, 13 Aug 2020 18:46:26 +0200},
  biburl       = {https://dblp.org/rec/conf/www/ArgyriouGZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/BelilovskyAVB15,
  author       = {Eugene Belilovsky and
                  Andreas Argyriou and
                  Ga{\"{e}}l Varoquaux and
                  Matthew B. Blaschko},
  title        = {Convex relaxations of penalties for sparse correlated variables with
                  bounded total variation},
  journal      = {Mach. Learn.},
  volume       = {100},
  number       = {2-3},
  pages        = {533--553},
  year         = {2015},
  url          = {https://doi.org/10.1007/s10994-015-5511-2},
  doi          = {10.1007/S10994-015-5511-2},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/BelilovskyAVB15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/ArgyriouD14,
  author       = {Andreas Argyriou and
                  Francesco Dinuzzo},
  title        = {A Unifying View of Representer Theorems},
  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        = {748--756},
  publisher    = {JMLR.org},
  year         = {2014},
  url          = {http://proceedings.mlr.press/v32/argyriou14.html},
  timestamp    = {Wed, 29 May 2019 08:41:45 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/ArgyriouD14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/ArgyriouSS14,
  author       = {Andreas Argyriou and
                  Marco Signoretto and
                  Johan A. K. Suykens},
  title        = {Hybrid Conditional Gradient - Smoothing Algorithms with Applications
                  to Sparse and Low Rank Regularization},
  journal      = {CoRR},
  volume       = {abs/1404.3591},
  year         = {2014},
  url          = {http://arxiv.org/abs/1404.3591},
  eprinttype    = {arXiv},
  eprint       = {1404.3591},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/ArgyriouSS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/birthday/ArgyriouBMP13,
  author       = {Andreas Argyriou and
                  Luca Baldassarre and
                  Charles A. Micchelli and
                  Massimiliano Pontil},
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  Zhiyuan Luo and
                  Vladimir Vovk},
  title        = {On Sparsity Inducing Regularization Methods for Machine Learning},
  booktitle    = {Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik},
  pages        = {205--216},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-41136-6\_18},
  doi          = {10.1007/978-3-642-41136-6\_18},
  timestamp    = {Mon, 04 Apr 2022 16:00:14 +0200},
  biburl       = {https://dblp.org/rec/conf/birthday/ArgyriouBMP13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1303-6086,
  author       = {Andreas Argyriou and
                  Luca Baldassarre and
                  Charles A. Micchelli and
                  Massimiliano Pontil},
  title        = {On Sparsity Inducing Regularization Methods for Machine Learning},
  journal      = {CoRR},
  volume       = {abs/1303.6086},
  year         = {2013},
  url          = {http://arxiv.org/abs/1303.6086},
  eprinttype    = {arXiv},
  eprint       = {1303.6086},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1303-6086.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/ArgyriouFS12,
  author       = {Andreas Argyriou and
                  Rina Foygel and
                  Nathan Srebro},
  editor       = {Peter L. Bartlett and
                  Fernando C. N. Pereira and
                  Christopher J. C. Burges and
                  L{\'{e}}on Bottou and
                  Kilian Q. Weinberger},
  title        = {Sparse Prediction with the {\textdollar}k{\textdollar}-Support Norm},
  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        = {1466--1474},
  year         = {2012},
  url          = {https://proceedings.neurips.cc/paper/2012/hash/99bcfcd754a98ce89cb86f73acc04645-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/ArgyriouFS12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:journals/jmlr/BaldassarreMAP12,
  author       = {Luca Baldassarre and
                  Jean Morales and
                  Andreas Argyriou and
                  Massimiliano Pontil},
  editor       = {Neil D. Lawrence and
                  Mark A. Girolami},
  title        = {A General Framework for Structured Sparsity via Proximal Optimization},
  booktitle    = {Proceedings of the Fifteenth International Conference on Artificial
                  Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
                  Spain, April 21-23, 2012},
  series       = {{JMLR} Proceedings},
  volume       = {22},
  pages        = {82--90},
  publisher    = {JMLR.org},
  year         = {2012},
  url          = {http://proceedings.mlr.press/v22/baldassarre12.html},
  timestamp    = {Wed, 29 May 2019 08:41:44 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/BaldassarreMAP12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:journals/jmlr/Romera-ParedesABP12,
  author       = {Bernardino Romera{-}Paredes and
                  Andreas Argyriou and
                  Nadia Berthouze and
                  Massimiliano Pontil},
  editor       = {Neil D. Lawrence and
                  Mark A. Girolami},
  title        = {Exploiting Unrelated Tasks in Multi-Task Learning},
  booktitle    = {Proceedings of the Fifteenth International Conference on Artificial
                  Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
                  Spain, April 21-23, 2012},
  series       = {{JMLR} Proceedings},
  volume       = {22},
  pages        = {951--959},
  publisher    = {JMLR.org},
  year         = {2012},
  url          = {http://proceedings.mlr.press/v22/romera12.html},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/Romera-ParedesABP12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1203-5438,
  author       = {Emile Richard and
                  Andreas Argyriou and
                  Theodoros Evgeniou and
                  Nicolas Vayatis},
  title        = {A Regularization Approach for Prediction of Edges and Node Features
                  in Dynamic Graphs},
  journal      = {CoRR},
  volume       = {abs/1203.5438},
  year         = {2012},
  url          = {http://arxiv.org/abs/1203.5438},
  eprinttype    = {arXiv},
  eprint       = {1203.5438},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1203-5438.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1204-5043,
  author       = {Andreas Argyriou and
                  Rina Foygel and
                  Nathan Srebro},
  title        = {Sparse Prediction with the k-Overlap Norm},
  journal      = {CoRR},
  volume       = {abs/1204.5043},
  year         = {2012},
  url          = {http://arxiv.org/abs/1204.5043},
  eprinttype    = {arXiv},
  eprint       = {1204.5043},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1204-5043.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1206-2372,
  author       = {Francesco Orabona and
                  Andreas Argyriou and
                  Nathan Srebro},
  title        = {{PRISMA:} PRoximal Iterative SMoothing Algorithm},
  journal      = {CoRR},
  volume       = {abs/1206.2372},
  year         = {2012},
  url          = {http://arxiv.org/abs/1206.2372},
  eprinttype    = {arXiv},
  eprint       = {1206.2372},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1206-2372.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1104-1436,
  author       = {Andreas Argyriou and
                  Charles A. Micchelli and
                  Massimiliano Pontil and
                  Lixin Shen and
                  Yuesheng Xu},
  title        = {Efficient First Order Methods for Linear Composite Regularizers},
  journal      = {CoRR},
  volume       = {abs/1104.1436},
  year         = {2011},
  url          = {http://arxiv.org/abs/1104.1436},
  eprinttype    = {arXiv},
  eprint       = {1104.1436},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1104-1436.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-1106-5236,
  author       = {Andreas Argyriou and
                  Luca Baldassarre and
                  Jean Morales and
                  Massimiliano Pontil},
  title        = {A General Framework for Structured Sparsity via Proximal Optimization},
  journal      = {CoRR},
  volume       = {abs/1106.5236},
  year         = {2011},
  url          = {http://arxiv.org/abs/1106.5236},
  eprinttype    = {arXiv},
  eprint       = {1106.5236},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1106-5236.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jmlr/ArgyriouMP10,
  author       = {Andreas Argyriou and
                  Charles A. Micchelli and
                  Massimiliano Pontil},
  title        = {On Spectral Learning},
  journal      = {J. Mach. Learn. Res.},
  volume       = {11},
  pages        = {935--953},
  year         = {2010},
  url          = {https://dl.acm.org/doi/10.5555/1756006.1756037},
  doi          = {10.5555/1756006.1756037},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ArgyriouMP10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/jmlr/ArgyriouMP09,
  author       = {Andreas Argyriou and
                  Charles A. Micchelli and
                  Massimiliano Pontil},
  title        = {When Is There a Representer Theorem? Vector Versus Matrix Regularizers},
  journal      = {J. Mach. Learn. Res.},
  volume       = {10},
  pages        = {2507--2529},
  year         = {2009},
  url          = {https://dl.acm.org/doi/10.5555/1577069.1755870},
  doi          = {10.5555/1577069.1755870},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ArgyriouMP09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@phdthesis{DBLP:phd/ethos/Argyriou08,
  author       = {Andreas Argyriou},
  title        = {Learning to integrate data from different sources and tasks},
  school       = {University College London, {UK}},
  year         = {2008},
  url          = {http://discovery.ucl.ac.uk/1444099/},
  timestamp    = {Tue, 05 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/phd/ethos/Argyriou08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/ml/ArgyriouEP08,
  author       = {Andreas Argyriou and
                  Theodoros Evgeniou and
                  Massimiliano Pontil},
  title        = {Convex multi-task feature learning},
  journal      = {Mach. Learn.},
  volume       = {73},
  number       = {3},
  pages        = {243--272},
  year         = {2008},
  url          = {https://doi.org/10.1007/s10994-007-5040-8},
  doi          = {10.1007/S10994-007-5040-8},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ml/ArgyriouEP08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/pkdd/ArgyriouMP08,
  author       = {Andreas Argyriou and
                  Andreas Maurer and
                  Massimiliano Pontil},
  editor       = {Walter Daelemans and
                  Bart Goethals and
                  Katharina Morik},
  title        = {An Algorithm for Transfer Learning in a Heterogeneous Environment},
  booktitle    = {Machine Learning and Knowledge Discovery in Databases, European Conference,
                  {ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {5211},
  pages        = {71--85},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-87479-9\_23},
  doi          = {10.1007/978-3-540-87479-9\_23},
  timestamp    = {Mon, 28 Aug 2023 21:17:29 +0200},
  biburl       = {https://dblp.org/rec/conf/pkdd/ArgyriouMP08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-0809-1590,
  author       = {Andreas Argyriou and
                  Charles A. Micchelli and
                  Massimiliano Pontil},
  title        = {When is there a representer theorem? Vector versus matrix regularizers},
  journal      = {CoRR},
  volume       = {abs/0809.1590},
  year         = {2008},
  url          = {http://arxiv.org/abs/0809.1590},
  eprinttype    = {arXiv},
  eprint       = {0809.1590},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-0809-1590.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/ArgyriouMPY07,
  author       = {Andreas Argyriou and
                  Charles A. Micchelli and
                  Massimiliano Pontil and
                  Yiming Ying},
  editor       = {John C. Platt and
                  Daphne Koller and
                  Yoram Singer and
                  Sam T. Roweis},
  title        = {A Spectral Regularization Framework for Multi-Task Structure Learning},
  booktitle    = {Advances in Neural Information Processing Systems 20, Proceedings
                  of the Twenty-First Annual Conference on Neural Information Processing
                  Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
  pages        = {25--32},
  publisher    = {Curran Associates, Inc.},
  year         = {2007},
  url          = {https://proceedings.neurips.cc/paper/2007/hash/9872ed9fc22fc182d371c3e9ed316094-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/ArgyriouMPY07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icml/ArgyriouHMP06,
  author       = {Andreas Argyriou and
                  Raphael Hauser and
                  Charles A. Micchelli and
                  Massimiliano Pontil},
  editor       = {William W. Cohen and
                  Andrew W. Moore},
  title        = {A DC-programming algorithm for kernel selection},
  booktitle    = {Machine Learning, Proceedings of the Twenty-Third International Conference
                  {(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
  series       = {{ACM} International Conference Proceeding Series},
  volume       = {148},
  pages        = {41--48},
  publisher    = {{ACM}},
  year         = {2006},
  url          = {https://doi.org/10.1145/1143844.1143850},
  doi          = {10.1145/1143844.1143850},
  timestamp    = {Tue, 19 Nov 2019 09:25:06 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/ArgyriouHMP06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/ArgyriouEP06,
  author       = {Andreas Argyriou and
                  Theodoros Evgeniou and
                  Massimiliano Pontil},
  editor       = {Bernhard Sch{\"{o}}lkopf and
                  John C. Platt and
                  Thomas Hofmann},
  title        = {Multi-Task Feature Learning},
  booktitle    = {Advances in Neural Information Processing Systems 19, Proceedings
                  of the Twentieth Annual Conference on Neural Information Processing
                  Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
  pages        = {41--48},
  publisher    = {{MIT} Press},
  year         = {2006},
  url          = {https://proceedings.neurips.cc/paper/2006/hash/0afa92fc0f8a9cf051bf2961b06ac56b-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/ArgyriouEP06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/colt/ArgyriouMP05,
  author       = {Andreas Argyriou and
                  Charles A. Micchelli and
                  Massimiliano Pontil},
  editor       = {Peter Auer and
                  Ron Meir},
  title        = {Learning Convex Combinations of Continuously Parameterized Basic Kernels},
  booktitle    = {Learning Theory, 18th Annual Conference on Learning Theory, {COLT}
                  2005, Bertinoro, Italy, June 27-30, 2005, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3559},
  pages        = {338--352},
  publisher    = {Springer},
  year         = {2005},
  url          = {https://doi.org/10.1007/11503415\_23},
  doi          = {10.1007/11503415\_23},
  timestamp    = {Tue, 14 May 2019 10:00:53 +0200},
  biburl       = {https://dblp.org/rec/conf/colt/ArgyriouMP05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/nips/ArgyriouHP05,
  author       = {Andreas Argyriou and
                  Mark Herbster and
                  Massimiliano Pontil},
  title        = {Combining Graph Laplacians for Semi-Supervised Learning},
  booktitle    = {Advances in Neural Information Processing Systems 18 [Neural Information
                  Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
                  Columbia, Canada]},
  pages        = {67--74},
  year         = {2005},
  url          = {https://proceedings.neurips.cc/paper/2005/hash/42853a61b26fef79e2ae788d97356799-Abstract.html},
  timestamp    = {Mon, 16 May 2022 15:41:51 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/ArgyriouHP05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

a service of

manage site settings

To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.