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BibTeX records: Francesco Dinuzzo
@article{DBLP:journals/tsg/FiotD18, author = {Jean{-}Baptiste Fiot and Francesco Dinuzzo}, title = {Electricity Demand Forecasting by Multi-Task Learning}, journal = {{IEEE} Trans. Smart Grid}, volume = {9}, number = {2}, pages = {544--551}, year = {2018}, url = {https://doi.org/10.1109/TSG.2016.2555788}, doi = {10.1109/TSG.2016.2555788}, timestamp = {Wed, 11 Apr 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tsg/FiotD18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/eacl/SlonimBSBD17, author = {Roy Bar{-}Haim and Indrajit Bhattacharya and Francesco Dinuzzo and Amrita Saha and Noam Slonim}, editor = {Mirella Lapata and Phil Blunsom and Alexander Koller}, title = {Stance Classification of Context-Dependent Claims}, booktitle = {Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, {EACL} 2017, Valencia, Spain, April 3-7, 2017, Volume 1: Long Papers}, pages = {251--261}, publisher = {Association for Computational Linguistics}, year = {2017}, url = {https://doi.org/10.18653/v1/e17-1024}, doi = {10.18653/V1/E17-1024}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/eacl/SlonimBSBD17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/siamco/Dinuzzo15, author = {Francesco Dinuzzo}, title = {Kernels for Linear Time Invariant System Identification}, journal = {{SIAM} J. Control. Optim.}, volume = {53}, number = {5}, pages = {3299--3317}, year = {2015}, url = {https://doi.org/10.1137/130920319}, doi = {10.1137/130920319}, timestamp = {Thu, 09 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/siamco/Dinuzzo15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/FiotD15, author = {Jean{-}Baptiste Fiot and Francesco Dinuzzo}, title = {Electricity Demand Forecasting by Multi-Task Learning}, journal = {CoRR}, volume = {abs/1512.08178}, year = {2015}, url = {http://arxiv.org/abs/1512.08178}, eprinttype = {arXiv}, eprint = {1512.08178}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/FiotD15.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/automatica/PillonettoDCNL14, author = {Gianluigi Pillonetto and Francesco Dinuzzo and Tianshi Chen and Giuseppe De Nicolao and Lennart Ljung}, title = {Kernel methods in system identification, machine learning and function estimation: {A} survey}, journal = {Autom.}, volume = {50}, number = {3}, pages = {657--682}, year = {2014}, url = {https://doi.org/10.1016/j.automatica.2014.01.001}, doi = {10.1016/J.AUTOMATICA.2014.01.001}, timestamp = {Mon, 13 Sep 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/automatica/PillonettoDCNL14.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/ijon/Dinuzzo13, author = {Francesco Dinuzzo}, title = {Learning output kernels for multi-task problems}, journal = {Neurocomputing}, volume = {118}, pages = {119--126}, year = {2013}, url = {https://doi.org/10.1016/j.neucom.2013.02.024}, doi = {10.1016/J.NEUCOM.2013.02.024}, timestamp = {Sat, 20 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijon/Dinuzzo13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/VaragnoloFDSP13, author = {Damiano Varagnolo and Simone Del Favero and Francesco Dinuzzo and Luca Schenato and Gianluigi Pillonetto}, title = {Finding Potential Support Vectors in Separable Classification Problems}, journal = {{IEEE} Trans. Neural Networks Learn. Syst.}, volume = {24}, number = {11}, pages = {1799--1813}, year = {2013}, url = {https://doi.org/10.1109/TNNLS.2013.2264731}, doi = {10.1109/TNNLS.2013.2264731}, timestamp = {Thu, 23 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tnn/VaragnoloFDSP13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1301-3816, author = {Francesco Dinuzzo}, title = {Learning Output Kernels for Multi-Task Problems}, journal = {CoRR}, volume = {abs/1301.3816}, year = {2013}, url = {http://arxiv.org/abs/1301.3816}, eprinttype = {arXiv}, eprint = {1301.3816}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1301-3816.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/igarss/PerselloD12, author = {Claudio Persello and Francesco Dinuzzo}, title = {Interactive domain adaptation technique for the classification of remote sensing images}, booktitle = {2012 {IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS} 2012, Munich, Germany, July 22-27, 2012}, pages = {6872--6875}, publisher = {{IEEE}}, year = {2012}, url = {https://doi.org/10.1109/IGARSS.2012.6352584}, doi = {10.1109/IGARSS.2012.6352584}, timestamp = {Fri, 27 Dec 2019 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/igarss/PerselloD12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/MuandetFDS12, author = {Krikamol Muandet and Kenji Fukumizu and Francesco Dinuzzo and Bernhard Sch{\"{o}}lkopf}, editor = {Peter L. Bartlett and Fernando C. N. Pereira and Christopher J. C. Burges and L{\'{e}}on Bottou and Kilian Q. Weinberger}, title = {Learning from Distributions via Support Measure Machines}, 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 = {10--18}, year = {2012}, url = {https://proceedings.neurips.cc/paper/2012/hash/9bf31c7ff062936a96d3c8bd1f8f2ff3-Abstract.html}, timestamp = {Mon, 16 May 2022 15:41:51 +0200}, biburl = {https://dblp.org/rec/conf/nips/MuandetFDS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/nips/DinuzzoS12, author = {Francesco Dinuzzo and Bernhard Sch{\"{o}}lkopf}, editor = {Peter L. Bartlett and Fernando C. N. Pereira and Christopher J. C. Burges and L{\'{e}}on Bottou and Kilian Q. Weinberger}, title = {The representer theorem for Hilbert spaces: a necessary and sufficient condition}, 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 = {189--196}, year = {2012}, url = {https://proceedings.neurips.cc/paper/2012/hash/eb160de1de89d9058fcb0b968dbbbd68-Abstract.html}, timestamp = {Thu, 21 Jan 2021 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/nips/DinuzzoS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1202-6504, author = {Krikamol Muandet and Bernhard Sch{\"{o}}lkopf and Kenji Fukumizu and Francesco Dinuzzo}, title = {Learning from Distributions via Support Measure Machines}, journal = {CoRR}, volume = {abs/1202.6504}, year = {2012}, url = {http://arxiv.org/abs/1202.6504}, eprinttype = {arXiv}, eprint = {1202.6504}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1202-6504.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1203-4930, author = {Francesco Dinuzzo}, title = {Kernels for linear time invariant system identification}, journal = {CoRR}, volume = {abs/1203.4930}, year = {2012}, url = {http://arxiv.org/abs/1203.4930}, eprinttype = {arXiv}, eprint = {1203.4930}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1203-4930.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1205-1928, author = {Francesco Dinuzzo and Bernhard Sch{\"{o}}lkopf}, title = {The representer theorem for Hilbert spaces: a necessary and sufficient condition}, journal = {CoRR}, volume = {abs/1205.1928}, year = {2012}, url = {http://arxiv.org/abs/1205.1928}, eprinttype = {arXiv}, eprint = {1205.1928}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1205-1928.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/DinuzzoPN11, author = {Francesco Dinuzzo and Gianluigi Pillonetto and Giuseppe De Nicolao}, title = {Client-Server Multitask Learning From Distributed Datasets}, journal = {{IEEE} Trans. Neural Networks}, volume = {22}, number = {2}, pages = {290--303}, year = {2011}, url = {https://doi.org/10.1109/TNN.2010.2095882}, doi = {10.1109/TNN.2010.2095882}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/DinuzzoPN11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tnn/Dinuzzo11, author = {Francesco Dinuzzo}, title = {Analysis of Fixed-Point and Coordinate Descent Algorithms for Regularized Kernel Methods}, journal = {{IEEE} Trans. Neural Networks}, volume = {22}, number = {10}, pages = {1576--1587}, year = {2011}, url = {https://doi.org/10.1109/TNN.2011.2164096}, doi = {10.1109/TNN.2011.2164096}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tnn/Dinuzzo11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdc/FaveroVDSP11, author = {Simone Del Favero and Damiano Varagnolo and Francesco Dinuzzo and Luca Schenato and Gianluigi Pillonetto}, title = {On the discardability of data in support vector classification problems}, booktitle = {50th {IEEE} Conference on Decision and Control and European Control Conference, 11th European Control Conference, {CDC/ECC} 2011, Orlando, FL, USA, December 12-15, 2011}, pages = {3210--3215}, publisher = {{IEEE}}, year = {2011}, url = {https://doi.org/10.1109/CDC.2011.6160607}, doi = {10.1109/CDC.2011.6160607}, timestamp = {Wed, 24 Feb 2021 08:49:08 +0100}, biburl = {https://dblp.org/rec/conf/cdc/FaveroVDSP11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icml/DinuzzoOGP11, author = {Francesco Dinuzzo and Cheng Soon Ong and Peter V. Gehler and Gianluigi Pillonetto}, editor = {Lise Getoor and Tobias Scheffer}, title = {Learning Output Kernels with Block Coordinate Descent}, booktitle = {Proceedings of the 28th International Conference on Machine Learning, {ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011}, pages = {49--56}, publisher = {Omnipress}, year = {2011}, url = {https://icml.cc/2011/papers/54\_icmlpaper.pdf}, timestamp = {Wed, 03 Apr 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icml/DinuzzoOGP11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:journals/jmlr/DinuzzoF11, author = {Francesco Dinuzzo and Kenji Fukumizu}, editor = {Chun{-}Nan Hsu and Wee Sun Lee}, title = {Learning low-rank output kernels}, booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML} 2011, Taoyuan, Taiwan, November 13-15, 2011}, series = {{JMLR} Proceedings}, volume = {20}, pages = {181--196}, publisher = {JMLR.org}, year = {2011}, url = {http://proceedings.mlr.press/v20/dinuzzo11/dinuzzo11.pdf}, timestamp = {Wed, 29 May 2019 08:41:47 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/DinuzzoF11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/PillonettoDN10, author = {Gianluigi Pillonetto and Francesco Dinuzzo and Giuseppe De Nicolao}, title = {Bayesian Online Multitask Learning of Gaussian Processes}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {32}, number = {2}, pages = {193--205}, year = {2010}, url = {https://doi.org/10.1109/TPAMI.2008.297}, doi = {10.1109/TPAMI.2008.297}, timestamp = {Wed, 14 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/pami/PillonettoDN10.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1001-2709, author = {Francesco Dinuzzo}, title = {Kernel machines with two layers and multiple kernel learning}, journal = {CoRR}, volume = {abs/1001.2709}, year = {2010}, url = {http://arxiv.org/abs/1001.2709}, eprinttype = {arXiv}, eprint = {1001.2709}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1001-2709.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1008-5090, author = {Francesco Dinuzzo}, title = {Fixed-point and coordinate descent algorithms for regularized kernel methods}, journal = {CoRR}, volume = {abs/1008.5090}, year = {2010}, url = {http://arxiv.org/abs/1008.5090}, eprinttype = {arXiv}, eprint = {1008.5090}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1008-5090.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/automatica/DinuzzoF09, author = {Francesco Dinuzzo and Antonella Ferrara}, title = {Finite-time output stabilization with second order sliding modes}, journal = {Autom.}, volume = {45}, number = {9}, pages = {2169--2171}, year = {2009}, url = {https://doi.org/10.1016/j.automatica.2009.05.015}, doi = {10.1016/J.AUTOMATICA.2009.05.015}, timestamp = {Thu, 20 Feb 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/automatica/DinuzzoF09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ml/DinuzzoN09, author = {Francesco Dinuzzo and Giuseppe De Nicolao}, title = {An algebraic characterization of the optimum of regularized kernel methods}, journal = {Mach. Learn.}, volume = {74}, number = {3}, pages = {315--345}, year = {2009}, url = {https://doi.org/10.1007/s10994-008-5095-1}, doi = {10.1007/S10994-008-5095-1}, timestamp = {Mon, 02 Mar 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/ml/DinuzzoN09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tac/DinuzzoF09, author = {Francesco Dinuzzo and Antonella Ferrara}, title = {Higher Order Sliding Mode Controllers With Optimal Reaching}, journal = {{IEEE} Trans. Autom. Control.}, volume = {54}, number = {9}, pages = {2126--2136}, year = {2009}, url = {https://doi.org/10.1109/TAC.2009.2026940}, doi = {10.1109/TAC.2009.2026940}, timestamp = {Wed, 20 May 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tac/DinuzzoF09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amcc/BasinCFD09, author = {Michael V. Basin and Dar{\'{\i}}o Calderon{-}Alvarez and Antonella Ferrara and Francesco Dinuzzo}, title = {Sliding mode optimal regulator for a bolza-meyer criterion with non-quadratic state energy terms}, booktitle = {American Control Conference, {ACC} 2009. St. Louis, Missouri, USA, June 10-12, 2009}, pages = {4951--4955}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/ACC.2009.5160536}, doi = {10.1109/ACC.2009.5160536}, timestamp = {Mon, 03 Jan 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/amcc/BasinCFD09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/cdc/Dinuzzo09, author = {Francesco Dinuzzo}, title = {A second order sliding mode controller with polygonal constraints}, booktitle = {Proceedings of the 48th {IEEE} Conference on Decision and Control, {CDC} 2009, combined withe the 28th Chinese Control Conference, December 16-18, 2009, Shanghai, China}, pages = {6715--6719}, publisher = {{IEEE}}, year = {2009}, url = {https://doi.org/10.1109/CDC.2009.5400384}, doi = {10.1109/CDC.2009.5400384}, timestamp = {Fri, 04 Mar 2022 13:27:41 +0100}, biburl = {https://dblp.org/rec/conf/cdc/Dinuzzo09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/amcc/PillonettoDN08, author = {Gianluigi Pillonetto and Francesco Dinuzzo and Giuseppe De Nicolao}, title = {Bayesian online multi-task learning using regularization networks}, booktitle = {American Control Conference, {ACC} 2008, Seattle, WA, USA, 11-13 June 2008}, pages = {4517--4522}, publisher = {{IEEE}}, year = {2008}, url = {https://doi.org/10.1109/ACC.2008.4587207}, doi = {10.1109/ACC.2008.4587207}, timestamp = {Fri, 03 Dec 2021 13:02:23 +0100}, biburl = {https://dblp.org/rec/conf/amcc/PillonettoDN08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-0812-4235, author = {Francesco Dinuzzo and Gianluigi Pillonetto and Giuseppe De Nicolao}, title = {Client-server multi-task learning from distributed datasets}, journal = {CoRR}, volume = {abs/0812.4235}, year = {2008}, url = {http://arxiv.org/abs/0812.4235}, eprinttype = {arXiv}, eprint = {0812.4235}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-0812-4235.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jmlr/DinuzzoNNG07, author = {Francesco Dinuzzo and Marta Neve and Giuseppe De Nicolao and Ugo Pietro Gianazza}, title = {On the Representer Theorem and Equivalent Degrees of Freedom of {SVR}}, journal = {J. Mach. Learn. Res.}, volume = {8}, pages = {2467--2495}, year = {2007}, url = {https://dl.acm.org/doi/10.5555/1314498.1314578}, doi = {10.5555/1314498.1314578}, timestamp = {Thu, 02 Jun 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jmlr/DinuzzoNNG07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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