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ORCIDBibTeX records: Andreas Maurer
@article{DBLP:journals/corr/abs-2305-00977,
author = {Andreas Maurer},
title = {Generalization for slowly mixing processes},
journal = {CoRR},
volume = {abs/2305.00977},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.00977},
doi = {10.48550/ARXIV.2305.00977},
eprinttype = {arXiv},
eprint = {2305.00977},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-00977.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KosticNMCRP22,
author = {Vladimir Kostic and
Pietro Novelli and
Andreas Maurer and
Carlo Ciliberto and
Lorenzo Rosasco and
Massimiliano Pontil},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Learning Dynamical Systems via Koopman Operator Regression in Reproducing
Kernel Hilbert Spaces},
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/196c4e02b7464c554f0f5646af5d502e-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/KosticNMCRP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-14027,
author = {Vladimir Kostic and
Pietro Novelli and
Andreas Maurer and
Carlo Ciliberto and
Lorenzo Rosasco and
Massimiliano Pontil},
title = {Learning Dynamical Systems via Koopman Operator Regression in Reproducing
Kernel Hilbert Spaces},
journal = {CoRR},
volume = {abs/2205.14027},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.14027},
doi = {10.48550/ARXIV.2205.14027},
eprinttype = {arXiv},
eprint = {2205.14027},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-14027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/IonescuAHBMPWH21,
author = {Tudor M. Ionescu and
Mario Amend and
Rakibul Hafiz and
Bharat B. Biswal and
Andreas Maurer and
Bernd J. Pichler and
Hans F. Wehrl and
Kristina Herfert},
title = {Striatal and prefrontal {D2R} and {SERT} distributions contrastingly
correlate with default-mode connectivity},
journal = {NeuroImage},
volume = {243},
pages = {118501},
year = {2021},
url = {https://doi.org/10.1016/j.neuroimage.2021.118501},
doi = {10.1016/J.NEUROIMAGE.2021.118501},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/IonescuAHBMPWH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/HerzigBKKKSPM21,
author = {Paul Herzig and
Peter Borrmann and
Uwe Knauer and
Hans{-}Christian Kl{\"{u}}ck and
David Kilias and
Udo Seiffert and
Klaus Pillen and
Andreas Maurer},
title = {Evaluation of {RGB} and Multispectral Unmanned Aerial Vehicle {(UAV)}
Imagery for High-Throughput Phenotyping and Yield Prediction in Barley
Breeding},
journal = {Remote. Sens.},
volume = {13},
number = {14},
pages = {2670},
year = {2021},
url = {https://doi.org/10.3390/rs13142670},
doi = {10.3390/RS13142670},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/HerzigBKKKSPM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaurerPPP21,
author = {Andreas Maurer and
Daniela Angela Parletta and
Andrea Paudice and
Massimiliano Pontil},
editor = {Marina Meila and
Tong Zhang},
title = {Robust Unsupervised Learning via L-statistic Minimization},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {7524--7533},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/maurer21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MaurerPPP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MaurerP21,
author = {Andreas Maurer and
Massimiliano Pontil},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Concentration inequalities under sub-Gaussian and sub-exponential
conditions},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {7588--7597},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/3e33b970f21d2fc65096871ea0d2c6e4-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/MaurerP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-06304,
author = {Andreas Maurer and
Massimiliano Pontil},
title = {Some Hoeffding- and Bernstein-type Concentration Inequalities},
journal = {CoRR},
volume = {abs/2102.06304},
year = {2021},
url = {https://arxiv.org/abs/2102.06304},
eprinttype = {arXiv},
eprint = {2102.06304},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-06304.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/OnetoDPM20,
author = {Luca Oneto and
Michele Donini and
Massimiliano Pontil and
Andreas Maurer},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {Learning Fair and Transferable Representations with Theoretical Guarantees},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {30--39},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00015},
doi = {10.1109/DSAA49011.2020.00015},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/OnetoDPM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MaurerP20,
author = {Andreas Maurer and
Massimiliano Pontil},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Estimating weighted areas under the {ROC} curve},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/5781a2637b476d781eb3134581b32044-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MaurerP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/OnetoDLCMP20,
author = {Luca Oneto and
Michele Donini and
Giulia Luise and
Carlo Ciliberto and
Andreas Maurer and
Massimiliano Pontil},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Exploiting {MMD} and Sinkhorn Divergences for Fair and Transferable
Representation Learning},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/af9c0e0c1dee63e5acad8b7ed1a5be96-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/OnetoDLCMP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-07399,
author = {Andreas Maurer and
Daniela A. Parletta and
Andrea Paudice and
Massimiliano Pontil},
title = {A Perturbation Resilient Framework for Unsupervised Learning},
journal = {CoRR},
volume = {abs/2012.07399},
year = {2020},
url = {https://arxiv.org/abs/2012.07399},
eprinttype = {arXiv},
eprint = {2012.07399},
timestamp = {Sat, 02 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-07399.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/MaurerP19,
author = {Andreas Maurer and
Massimiliano Pontil},
editor = {Alina Beygelzimer and
Daniel Hsu},
title = {Uniform concentration and symmetrization for weak interactions},
booktitle = {Conference on Learning Theory, {COLT} 2019, 25-28 June 2019, Phoenix,
AZ, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {99},
pages = {2372--2387},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v99/maurer19a.html},
timestamp = {Mon, 08 Jul 2019 16:13:41 +0200},
biburl = {https://dblp.org/rec/conf/colt/MaurerP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-01911,
author = {Andreas Maurer and
Massimiliano Pontil},
title = {Uniform concentration and symmetrization for weak interactions},
journal = {CoRR},
volume = {abs/1902.01911},
year = {2019},
url = {http://arxiv.org/abs/1902.01911},
eprinttype = {arXiv},
eprint = {1902.01911},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-01911.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-10673,
author = {Luca Oneto and
Michele Donini and
Andreas Maurer and
Massimiliano Pontil},
title = {Learning Fair and Transferable Representations},
journal = {CoRR},
volume = {abs/1906.10673},
year = {2019},
url = {http://arxiv.org/abs/1906.10673},
eprinttype = {arXiv},
eprint = {1906.10673},
timestamp = {Fri, 28 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-10673.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/MaurerP18,
author = {Andreas Maurer and
Massimiliano Pontil},
editor = {S{\'{e}}bastien Bubeck and
Vianney Perchet and
Philippe Rigollet},
title = {Empirical bounds for functions with weak interactions},
booktitle = {Conference On Learning Theory, {COLT} 2018, Stockholm, Sweden, 6-9
July 2018},
series = {Proceedings of Machine Learning Research},
volume = {75},
pages = {987--1010},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v75/maurer18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:23 +0200},
biburl = {https://dblp.org/rec/conf/colt/MaurerP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Maurer17,
author = {Andreas Maurer},
editor = {Satyen Kale and
Ohad Shamir},
title = {A Second-order Look at Stability and Generalization},
booktitle = {Proceedings of the 30th Conference on Learning Theory, {COLT} 2017,
Amsterdam, The Netherlands, 7-10 July 2017},
series = {Proceedings of Machine Learning Research},
volume = {65},
pages = {1461--1475},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v65/maurer17a.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/Maurer17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MaurerPR16,
author = {Andreas Maurer and
Massimiliano Pontil and
Bernardino Romera{-}Paredes},
title = {The Benefit of Multitask Representation Learning},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {81:1--81:32},
year = {2016},
url = {http://jmlr.org/papers/v17/15-242.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MaurerPR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/Maurer16,
author = {Andreas Maurer},
title = {A chain rule for the expected suprema of Gaussian processes},
journal = {Theor. Comput. Sci.},
volume = {650},
pages = {109--122},
year = {2016},
url = {https://doi.org/10.1016/j.tcs.2016.07.034},
doi = {10.1016/J.TCS.2016.07.034},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcs/Maurer16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/Maurer16,
author = {Andreas Maurer},
editor = {Ronald Ortner and
Hans Ulrich Simon and
Sandra Zilles},
title = {A Vector-Contraction Inequality for Rademacher Complexities},
booktitle = {Algorithmic Learning Theory - 27th International Conference, {ALT}
2016, Bari, Italy, October 19-21, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9925},
pages = {3--17},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46379-7\_1},
doi = {10.1007/978-3-319-46379-7\_1},
timestamp = {Fri, 08 Sep 2023 21:18:15 +0200},
biburl = {https://dblp.org/rec/conf/alt/Maurer16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Maurer16,
author = {Andreas Maurer},
title = {A vector-contraction inequality for Rademacher complexities},
journal = {CoRR},
volume = {abs/1605.00251},
year = {2016},
url = {http://arxiv.org/abs/1605.00251},
eprinttype = {arXiv},
eprint = {1605.00251},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Maurer16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MaurerP16,
author = {Andreas Maurer and
Massimiliano Pontil},
title = {Bounds for Vector-Valued Function Estimation},
journal = {CoRR},
volume = {abs/1606.01487},
year = {2016},
url = {http://arxiv.org/abs/1606.01487},
eprinttype = {arXiv},
eprint = {1606.01487},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MaurerP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MaurerPR15,
author = {Andreas Maurer and
Massimiliano Pontil and
Bernardino Romera{-}Paredes},
title = {The Benefit of Multitask Representation Learning},
journal = {CoRR},
volume = {abs/1505.06279},
year = {2015},
url = {http://arxiv.org/abs/1505.06279},
eprinttype = {arXiv},
eprint = {1505.06279},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MaurerPR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/Maurer14,
author = {Andreas Maurer},
editor = {Peter Auer and
Alexander Clark and
Thomas Zeugmann and
Sandra Zilles},
title = {A Chain Rule for the Expected Suprema of Gaussian Processes},
booktitle = {Algorithmic Learning Theory - 25th International Conference, {ALT}
2014, Bled, Slovenia, October 8-10, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8776},
pages = {245--259},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11662-4\_18},
doi = {10.1007/978-3-319-11662-4\_18},
timestamp = {Sun, 25 Oct 2020 22:46:29 +0100},
biburl = {https://dblp.org/rec/conf/alt/Maurer14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/MaurerPR14,
author = {Andreas Maurer and
Massimiliano Pontil and
Bernardino Romera{-}Paredes},
editor = {Maria{-}Florina Balcan and
Vitaly Feldman and
Csaba Szepesv{\'{a}}ri},
title = {An Inequality with Applications to Structured Sparsity and Multitask
Dictionary Learning},
booktitle = {Proceedings of The 27th Conference on Learning Theory, {COLT} 2014,
Barcelona, Spain, June 13-15, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {35},
pages = {440--460},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v35/maurer14.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/MaurerPR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MaurerPR14,
author = {Andreas Maurer and
Massimiliano Pontil and
Bernardino Romera{-}Paredes},
title = {An Inequality with Applications to Structured Sparsity and Multitask
Dictionary Learning},
journal = {CoRR},
volume = {abs/1402.1864},
year = {2014},
url = {http://arxiv.org/abs/1402.1864},
eprinttype = {arXiv},
eprint = {1402.1864},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MaurerPR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Maurer14,
author = {Andreas Maurer},
title = {A chain rule for the expected suprema of Gaussian processes},
journal = {CoRR},
volume = {abs/1411.2635},
year = {2014},
url = {http://arxiv.org/abs/1411.2635},
eprinttype = {arXiv},
eprint = {1411.2635},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Maurer14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/PontilM13,
author = {Massimiliano Pontil and
Andreas Maurer},
editor = {Shai Shalev{-}Shwartz and
Ingo Steinwart},
title = {Excess risk bounds for multitask learning with trace norm regularization},
booktitle = {{COLT} 2013 - The 26th Annual Conference on Learning Theory, June
12-14, 2013, Princeton University, NJ, {USA}},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {30},
pages = {55--76},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v30/Pontil13.html},
timestamp = {Wed, 29 May 2019 08:41:46 +0200},
biburl = {https://dblp.org/rec/conf/colt/PontilM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ibpria/ElibolPMPM13,
author = {Armagan Elibol and
Stefan Posch and
Andreas Maurer and
Klaus Pillen and
Birgit M{\"{o}}ller},
editor = {Jo{\~{a}}o M. Sanches and
Luisa Mic{\'{o}} and
Jaime S. Cardoso},
title = {Vision-Based 3D-Reconstruction of Barley Plants},
booktitle = {Pattern Recognition and Image Analysis - 6th Iberian Conference, IbPRIA
2013, Funchal, Madeira, Portugal, June 5-7, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7887},
pages = {406--415},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38628-2\_48},
doi = {10.1007/978-3-642-38628-2\_48},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ibpria/ElibolPMPM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MaurerPR13,
author = {Andreas Maurer and
Massimiliano Pontil and
Bernardino Romera{-}Paredes},
title = {Sparse coding for multitask and transfer learning},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {343--351},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/maurer13.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/MaurerPR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MaurerP12,
author = {Andreas Maurer and
Massimiliano Pontil},
title = {Structured Sparsity and Generalization},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {671--690},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2188408},
doi = {10.5555/2503308.2188408},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MaurerP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cogip/MaurerP12,
author = {Andreas Maurer and
Massimiliano Pontil},
title = {Transfer learning in a heterogeneous environment},
booktitle = {3rd International Workshop on Cognitive Information Processing, {CIP}
2012, Baiona, Spain, May 28-30, 2012},
pages = {1--6},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CIP.2012.6232893},
doi = {10.1109/CIP.2012.6232893},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/cogip/MaurerP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1209-0738,
author = {Andreas Maurer and
Massimiliano Pontil and
Bernardino Romera{-}Paredes},
title = {Sparse coding for multitask and transfer learning},
journal = {CoRR},
volume = {abs/1209.0738},
year = {2012},
url = {http://arxiv.org/abs/1209.0738},
eprinttype = {arXiv},
eprint = {1209.0738},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1209-0738.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1212-1496,
author = {Andreas Maurer and
Massimiliano Pontil},
title = {Excess risk bounds for multitask learning with trace norm regularization},
journal = {CoRR},
volume = {abs/1212.1496},
year = {2012},
url = {http://arxiv.org/abs/1212.1496},
eprinttype = {arXiv},
eprint = {1212.1496},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1212-1496.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1108-3476,
author = {Andreas Maurer and
Massimiliano Pontil},
title = {Structured Sparsity and Generalization},
journal = {CoRR},
volume = {abs/1108.3476},
year = {2011},
url = {http://arxiv.org/abs/1108.3476},
eprinttype = {arXiv},
eprint = {1108.3476},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1108-3476.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Maurer09,
author = {Andreas Maurer},
title = {Transfer bounds for linear feature learning},
journal = {Mach. Learn.},
volume = {75},
number = {3},
pages = {327--350},
year = {2009},
url = {https://doi.org/10.1007/s10994-009-5109-7},
doi = {10.1007/S10994-009-5109-7},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Maurer09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/MaurerP09,
author = {Andreas Maurer and
Massimiliano Pontil},
title = {Empirical Bernstein Bounds and Sample-Variance Penalization},
booktitle = {{COLT} 2009 - The 22nd Conference on Learning Theory, Montreal, Quebec,
Canada, June 18-21, 2009},
year = {2009},
url = {http://www.cs.mcgill.ca/\%7Ecolt2009/papers/012.pdf\#page=1},
timestamp = {Thu, 04 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/colt/MaurerP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Maurer08,
author = {Andreas Maurer},
title = {Learning Similarity with Operator-valued Large-margin Classifiers},
journal = {J. Mach. Learn. Res.},
volume = {9},
pages = {1049--1082},
year = {2008},
url = {https://dl.acm.org/doi/10.5555/1390681.1390717},
doi = {10.5555/1390681.1390717},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Maurer08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/Maurer08,
author = {Andreas Maurer},
title = {Unsupervised slow subspace-learning from stationary processes},
journal = {Theor. Comput. Sci.},
volume = {405},
number = {3},
pages = {237--255},
year = {2008},
url = {https://doi.org/10.1016/j.tcs.2008.06.054},
doi = {10.1016/J.TCS.2008.06.054},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcs/Maurer08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/MaurerP08,
author = {Andreas Maurer and
Massimiliano Pontil},
editor = {Yoav Freund and
L{\'{a}}szl{\'{o}} Gy{\"{o}}rfi and
Gy{\"{o}}rgy Tur{\'{a}}n and
Thomas Zeugmann},
title = {A Uniform Lower Error Bound for Half-Space Learning},
booktitle = {Algorithmic Learning Theory, 19th International Conference, {ALT}
2008, Budapest, Hungary, October 13-16, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5254},
pages = {70--78},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87987-9\_10},
doi = {10.1007/978-3-540-87987-9\_10},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/alt/MaurerP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/MaurerP08a,
author = {Andreas Maurer and
Massimiliano Pontil},
editor = {Yoav Freund and
L{\'{a}}szl{\'{o}} Gy{\"{o}}rfi and
Gy{\"{o}}rgy Tur{\'{a}}n and
Thomas Zeugmann},
title = {Generalization Bounds for K-Dimensional Coding Schemes in Hilbert
Spaces},
booktitle = {Algorithmic Learning Theory, 19th International Conference, {ALT}
2008, Budapest, Hungary, October 13-16, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5254},
pages = {79--91},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87987-9\_11},
doi = {10.1007/978-3-540-87987-9\_11},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/alt/MaurerP08a.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-0805-2362,
author = {Andreas Maurer},
title = {An optimization problem on the sphere},
journal = {CoRR},
volume = {abs/0805.2362},
year = {2008},
url = {http://arxiv.org/abs/0805.2362},
eprinttype = {arXiv},
eprint = {0805.2362},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0805-2362.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Maurer06,
author = {Andreas Maurer},
title = {Bounds for Linear Multi-Task Learning},
journal = {J. Mach. Learn. Res.},
volume = {7},
pages = {117--139},
year = {2006},
url = {http://jmlr.org/papers/v7/maurer06a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Maurer06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/rsa/Maurer06,
author = {Andreas Maurer},
title = {Concentration inequalities for functions of independent variables},
journal = {Random Struct. Algorithms},
volume = {29},
number = {2},
pages = {121--138},
year = {2006},
url = {https://doi.org/10.1002/rsa.20105},
doi = {10.1002/RSA.20105},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/rsa/Maurer06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/Maurer06,
author = {Andreas Maurer},
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Philip M. Long and
Frank Stephan},
title = {Unsupervised Slow Subspace-Learning from Stationary Processes},
booktitle = {Algorithmic Learning Theory, 17th International Conference, {ALT}
2006, Barcelona, Spain, October 7-10, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4264},
pages = {363--377},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11894841\_29},
doi = {10.1007/11894841\_29},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/alt/Maurer06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/colt/Maurer06,
author = {Andreas Maurer},
editor = {G{\'{a}}bor Lugosi and
Hans Ulrich Simon},
title = {The Rademacher Complexity of Linear Transformation Classes},
booktitle = {Learning Theory, 19th Annual Conference on Learning Theory, {COLT}
2006, Pittsburgh, PA, USA, June 22-25, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4005},
pages = {65--78},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11776420\_8},
doi = {10.1007/11776420\_8},
timestamp = {Fri, 08 Sep 2023 21:18:17 +0200},
biburl = {https://dblp.org/rec/conf/colt/Maurer06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Maurer05,
author = {Andreas Maurer},
title = {Algorithmic Stability and Meta-Learning},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {967--994},
year = {2005},
url = {http://jmlr.org/papers/v6/maurer05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Maurer05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/slsfs/Maurer05,
author = {Andreas Maurer},
editor = {Craig Saunders and
Marko Grobelnik and
Steve R. Gunn and
John Shawe{-}Taylor},
title = {Generalization Bounds for Subspace Selection and Hyperbolic {PCA}},
booktitle = {Subspace, Latent Structure and Feature Selection, Statistical and
Optimization, Perspectives Workshop, {SLSFS} 2005, Bohinj, Slovenia,
February 23-25, 2005, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {3940},
pages = {185--197},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11752790\_13},
doi = {10.1007/11752790\_13},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/slsfs/Maurer05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/cs-LG-0411099,
author = {Andreas Maurer},
title = {A Note on the {PAC} Bayesian Theorem},
journal = {CoRR},
volume = {cs.LG/0411099},
year = {2004},
url = {http://arxiv.org/abs/cs.LG/0411099},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/cs-LG-0411099.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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