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ORCIDBibTeX records: Zoltán Szabó 0001
@article{DBLP:journals/jmlr/Aubin-Frankowski22,
author = {Pierre{-}Cyril Aubin{-}Frankowski and
Zolt{\'{a}}n Szab{\'{o}}},
title = {Handling Hard Affine {SDP} Shape Constraints in RKHSs},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {297:1--297:54},
year = {2022},
url = {http://jmlr.org/papers/v23/21-0007.html},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Aubin-Frankowski22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-11142,
author = {Antonin Schrab and
Wittawat Jitkrittum and
Zolt{\'{a}}n Szab{\'{o}} and
Dino Sejdinovic and
Arthur Gretton},
title = {Discussion of 'Multiscale Fisher's Independence Test for Multivariate
Dependence'},
journal = {CoRR},
volume = {abs/2206.11142},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.11142},
doi = {10.48550/ARXIV.2206.11142},
eprinttype = {arXiv},
eprint = {2206.11142},
timestamp = {Wed, 29 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-11142.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-01519,
author = {Pierre{-}Cyril Aubin{-}Frankowski and
Zolt{\'{a}}n Szab{\'{o}}},
title = {Handling Hard Affine {SDP} Shape Constraints in RKHSs},
journal = {CoRR},
volume = {abs/2101.01519},
year = {2021},
url = {https://arxiv.org/abs/2101.01519},
eprinttype = {arXiv},
eprint = {2101.01519},
timestamp = {Sun, 24 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-01519.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Aubin-Frankowski20,
author = {Pierre{-}Cyril Aubin{-}Frankowski and
Zolt{\'{a}}n Szab{\'{o}}},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Hard Shape-Constrained Kernel Machines},
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/03fa2f7502f5f6b9169e67d17cbf51bb-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Aubin-Frankowski20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-12636,
author = {Pierre{-}Cyril Aubin{-}Frankowski and
Zolt{\'{a}}n Szab{\'{o}}},
title = {Hard Shape-Constrained Kernel Machines},
journal = {CoRR},
volume = {abs/2005.12636},
year = {2020},
url = {https://arxiv.org/abs/2005.12636},
eprinttype = {arXiv},
eprint = {2005.12636},
timestamp = {Thu, 03 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-12636.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SzaboS19,
author = {Zolt{\'{a}}n Szab{\'{o}} and
Bharath K. Sriperumbudur},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {On Kernel Derivative Approximation with Random Fourier Features},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {827--836},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/szabo19a.html},
timestamp = {Tue, 11 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SzaboS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-05207,
author = {Zolt{\'{a}}n Szab{\'{o}} and
Bharath K. Sriperumbudur},
title = {On Kernel Derivative Approximation with Random Fourier Features},
journal = {CoRR},
volume = {abs/1810.05207},
year = {2018},
url = {http://arxiv.org/abs/1810.05207},
eprinttype = {arXiv},
eprint = {1810.05207},
timestamp = {Thu, 01 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-05207.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SzaboS17,
author = {Zolt{\'{a}}n Szab{\'{o}} and
Bharath K. Sriperumbudur},
title = {Characteristic and Universal Tensor Product Kernels},
journal = {J. Mach. Learn. Res.},
volume = {18},
pages = {233:1--233:29},
year = {2017},
url = {http://jmlr.org/papers/v18/17-492.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SzaboS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Jitkrittum0G17,
author = {Wittawat Jitkrittum and
Zolt{\'{a}}n Szab{\'{o}} and
Arthur Gretton},
editor = {Doina Precup and
Yee Whye Teh},
title = {An Adaptive Test of Independence with Analytic Kernel Embeddings},
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 = {1742--1751},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v70/jitkrittum17a.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/Jitkrittum0G17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JitkrittumX0FG17,
author = {Wittawat Jitkrittum and
Wenkai Xu and
Zolt{\'{a}}n Szab{\'{o}} and
Kenji Fukumizu and
Arthur Gretton},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {A Linear-Time Kernel Goodness-of-Fit Test},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {262--271},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/979d472a84804b9f647bc185a877a8b5-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/JitkrittumX0FG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JitkrittumXSFG17,
author = {Wittawat Jitkrittum and
Wenkai Xu and
Zolt{\'{a}}n Szab{\'{o}} and
Kenji Fukumizu and
Arthur Gretton},
title = {A Linear-Time Kernel Goodness-of-Fit Test},
journal = {CoRR},
volume = {abs/1705.07673},
year = {2017},
url = {http://arxiv.org/abs/1705.07673},
eprinttype = {arXiv},
eprint = {1705.07673},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JitkrittumXSFG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-08157,
author = {Zolt{\'{a}}n Szab{\'{o}} and
Bharath K. Sriperumbudur},
title = {Characteristic and Universal Tensor Product Kernels},
journal = {CoRR},
volume = {abs/1708.08157},
year = {2017},
url = {http://arxiv.org/abs/1708.08157},
eprinttype = {arXiv},
eprint = {1708.08157},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-08157.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SzaboSPG16,
author = {Zolt{\'{a}}n Szab{\'{o}} and
Bharath K. Sriperumbudur and
Barnab{\'{a}}s P{\'{o}}czos and
Arthur Gretton},
title = {Learning Theory for Distribution Regression},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {152:1--152:40},
year = {2016},
url = {http://jmlr.org/papers/v17/14-510.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SzaboSPG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Jitkrittum0CG16,
author = {Wittawat Jitkrittum and
Zolt{\'{a}}n Szab{\'{o}} and
Kacper P. Chwialkowski and
Arthur Gretton},
editor = {Daniel D. Lee and
Masashi Sugiyama and
Ulrike von Luxburg and
Isabelle Guyon and
Roman Garnett},
title = {Interpretable Distribution Features with Maximum Testing Power},
booktitle = {Advances in Neural Information Processing Systems 29: Annual Conference
on Neural Information Processing Systems 2016, December 5-10, 2016,
Barcelona, Spain},
pages = {181--189},
year = {2016},
url = {https://proceedings.neurips.cc/paper/2016/hash/0a09c8844ba8f0936c20bd791130d6b6-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Jitkrittum0CG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Jitkrittum0CG16,
author = {Wittawat Jitkrittum and
Zolt{\'{a}}n Szab{\'{o}} and
Kacper Chwialkowski and
Arthur Gretton},
title = {Interpretable Distribution Features with Maximum Testing Power},
journal = {CoRR},
volume = {abs/1605.06796},
year = {2016},
url = {http://arxiv.org/abs/1605.06796},
eprinttype = {arXiv},
eprint = {1605.06796},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Jitkrittum0CG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Jitkrittum0G16,
author = {Wittawat Jitkrittum and
Zolt{\'{a}}n Szab{\'{o}} and
Arthur Gretton},
title = {An Adaptive Test of Independence with Analytic Kernel Embeddings},
journal = {CoRR},
volume = {abs/1610.04782},
year = {2016},
url = {http://arxiv.org/abs/1610.04782},
eprinttype = {arXiv},
eprint = {1610.04782},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Jitkrittum0G16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/0001GPS15,
author = {Zolt{\'{a}}n Szab{\'{o}} and
Arthur Gretton and
Barnab{\'{a}}s P{\'{o}}czos and
Bharath K. Sriperumbudur},
editor = {Guy Lebanon and
S. V. N. Vishwanathan},
title = {Two-stage sampled learning theory on distributions},
booktitle = {Proceedings of the Eighteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
USA, May 9-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {38},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v38/szabo15.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/0001GPS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ParkJQSBS15,
author = {Mijung Park and
Wittawat Jitkrittum and
Ahmad Qamar and
Zolt{\'{a}}n Szab{\'{o}} and
Lars Buesing and
Maneesh Sahani},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Bayesian Manifold Learning: The Locally Linear Latent Variable Model
{(LL-LVM)}},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {154--162},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/d1fe173d08e959397adf34b1d77e88d7-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ParkJQSBS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/StrathmannSLSG15,
author = {Heiko Strathmann and
Dino Sejdinovic and
Samuel Livingstone and
Zolt{\'{a}}n Szab{\'{o}} and
Arthur Gretton},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Gradient-free Hamiltonian Monte Carlo with Efficient Kernel Exponential
Families},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {955--963},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/8ebda540cbcc4d7336496819a46a1b68-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/StrathmannSLSG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SriperumbudurS15,
author = {Bharath K. Sriperumbudur and
Zolt{\'{a}}n Szab{\'{o}}},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Optimal Rates for Random Fourier Features},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {1144--1152},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/d14220ee66aeec73c49038385428ec4c-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SriperumbudurS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/JitkrittumGHELS15,
author = {Wittawat Jitkrittum and
Arthur Gretton and
Nicolas Heess and
S. M. Ali Eslami and
Balaji Lakshminarayanan and
Dino Sejdinovic and
Zolt{\'{a}}n Szab{\'{o}}},
editor = {Marina Meila and
Tom Heskes},
title = {Kernel-Based Just-In-Time Learning for Passing Expectation Propagation
Messages},
booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial
Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands},
pages = {405--414},
publisher = {{AUAI} Press},
year = {2015},
url = {http://auai.org/uai2015/proceedings/papers/235.pdf},
timestamp = {Thu, 12 Mar 2020 11:31:09 +0100},
biburl = {https://dblp.org/rec/conf/uai/JitkrittumGHELS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JitkrittumGHELS15,
author = {Wittawat Jitkrittum and
Arthur Gretton and
Nicolas Heess and
S. M. Ali Eslami and
Balaji Lakshminarayanan and
Dino Sejdinovic and
Zolt{\'{a}}n Szab{\'{o}}},
title = {Kernel-Based Just-In-Time Learning for Passing Expectation Propagation
Messages},
journal = {CoRR},
volume = {abs/1503.02551},
year = {2015},
url = {http://arxiv.org/abs/1503.02551},
eprinttype = {arXiv},
eprint = {1503.02551},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JitkrittumGHELS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Sriperumbudur015,
author = {Bharath K. Sriperumbudur and
Zolt{\'{a}}n Szab{\'{o}}},
title = {Optimal Rates for Random Fourier Features},
journal = {CoRR},
volume = {abs/1506.02155},
year = {2015},
url = {http://arxiv.org/abs/1506.02155},
eprinttype = {arXiv},
eprint = {1506.02155},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Sriperumbudur015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Szabo14,
author = {Zolt{\'{a}}n Szab{\'{o}}},
title = {Information theoretical estimators toolbox},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {283--287},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2627444},
doi = {10.5555/2627435.2627444},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Szabo14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/JeniLSCK14,
author = {L{\'{a}}szl{\'{o}} A. Jeni and
Andr{\'{a}}s L{\"{o}}rincz and
Zolt{\'{a}}n Szab{\'{o}} and
Jeffrey F. Cohn and
Takeo Kanade},
editor = {David J. Fleet and
Tom{\'{a}}s Pajdla and
Bernt Schiele and
Tinne Tuytelaars},
title = {Spatio-temporal Event Classification Using Time-Series Kernel Based
Structured Sparsity},
booktitle = {Computer Vision - {ECCV} 2014 - 13th European Conference, Zurich,
Switzerland, September 6-12, 2014, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {8692},
pages = {135--150},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10593-2\_10},
doi = {10.1007/978-3-319-10593-2\_10},
timestamp = {Sat, 30 Sep 2023 09:39:19 +0200},
biburl = {https://dblp.org/rec/conf/eccv/JeniLSCK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SzaboGPS14,
author = {Zolt{\'{a}}n Szab{\'{o}} and
Arthur Gretton and
Barnab{\'{a}}s P{\'{o}}czos and
Bharath K. Sriperumbudur},
title = {Consistent, Two-Stage Sampled Distribution Regression via Mean Embedding},
journal = {CoRR},
volume = {abs/1402.1754},
year = {2014},
url = {http://arxiv.org/abs/1402.1754},
eprinttype = {arXiv},
eprint = {1402.1754},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SzaboGPS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Szabo14,
author = {Zolt{\'{a}}n Szab{\'{o}}},
title = {Information Theoretical Estimators Toolbox},
journal = {CoRR},
volume = {abs/1405.2106},
year = {2014},
url = {http://arxiv.org/abs/1405.2106},
eprinttype = {arXiv},
eprint = {1405.2106},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Szabo14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SzaboGPS14a,
author = {Zolt{\'{a}}n Szab{\'{o}} and
Arthur Gretton and
Barnab{\'{a}}s P{\'{o}}czos and
Bharath K. Sriperumbudur},
title = {Learning Theory for Distribution Regression},
journal = {CoRR},
volume = {abs/1411.2066},
year = {2014},
url = {http://arxiv.org/abs/1411.2066},
eprinttype = {arXiv},
eprint = {1411.2066},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SzaboGPS14a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LorinczJSCK13,
author = {Andr{\'{a}}s L{\"{o}}rincz and
L{\'{a}}szl{\'{o}} Attila Jeni and
Zolt{\'{a}}n Szab{\'{o}} and
Jeffrey F. Cohn and
Takeo Kanade},
title = {Emotional Expression Classification Using Time-Series Kernels},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
Workshops 2013, Portland, OR, USA, June 23-28, 2013},
pages = {889--895},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/CVPRW.2013.131},
doi = {10.1109/CVPRW.2013.131},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/LorinczJSCK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/PinterV0L13,
author = {Bal{\'{a}}zs Pint{\'{e}}r and
Gyula V{\"{o}}r{\"{o}}s and
Zolt{\'{a}}n Szab{\'{o}} and
Andr{\'{a}}s L{\"{o}}rincz},
editor = {Ana L. N. Fred and
Maria De Marsico},
title = {Wikifying Novel Words to Mixtures of Wikipedia Senses by Structured
Sparse Coding},
booktitle = {Pattern Recognition Applications and Methods - International Conference,
{ICPRAM} 2013 Barcelona, Spain, February 15-18, 2013 Revised Selected
Papers},
series = {Advances in Intelligent Systems and Computing},
volume = {318},
pages = {241--255},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-12610-4\_15},
doi = {10.1007/978-3-319-12610-4\_15},
timestamp = {Thu, 15 Jun 2017 21:36:18 +0200},
biburl = {https://dblp.org/rec/conf/icpram/PinterV0L13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/PinterVSL13,
author = {Bal{\'{a}}zs Pint{\'{e}}r and
Gyula V{\"{o}}r{\"{o}}s and
Zolt{\'{a}}n Szab{\'{o}} and
Andr{\'{a}}s L{\"{o}}rincz},
editor = {Maria De Marsico and
Ana L. N. Fred},
title = {Explaining Unintelligible Words by Means of their Context},
booktitle = {{ICPRAM} 2013 - Proceedings of the 2nd International Conference on
Pattern Recognition Applications and Methods, Barcelona, Spain, 15-18
February, 2013},
pages = {382--387},
publisher = {SciTePress},
year = {2013},
timestamp = {Sat, 31 Jan 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpram/PinterVSL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LorinczJSCK13,
author = {Andr{\'{a}}s L{\"{o}}rincz and
L{\'{a}}szl{\'{o}} A. Jeni and
Zolt{\'{a}}n Szab{\'{o}} and
Jeffrey F. Cohn and
Takeo Kanade},
title = {Emotional Expression Classification using Time-Series Kernels},
journal = {CoRR},
volume = {abs/1306.1913},
year = {2013},
url = {http://arxiv.org/abs/1306.1913},
eprinttype = {arXiv},
eprint = {1306.1913},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LorinczJSCK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dsp/SzaboL12,
author = {Zolt{\'{a}}n Szab{\'{o}} and
Andr{\'{a}}s L{\"{o}}rincz},
title = {Distributed high dimensional information theoretical image registration
via random projections},
journal = {Digit. Signal Process.},
volume = {22},
number = {6},
pages = {894--902},
year = {2012},
url = {https://doi.org/10.1016/j.dsp.2012.04.018},
doi = {10.1016/J.DSP.2012.04.018},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dsp/SzaboL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ivc/JeniLNPSST12,
author = {L{\'{a}}szl{\'{o}} A. Jeni and
Andr{\'{a}}s L{\"{o}}rincz and
Tam{\'{a}}s Nagy and
Zsolt Palotai and
Judit Sebok and
Zolt{\'{a}}n Szab{\'{o}} and
D{\'{a}}niel Tak{\'{a}}cs},
title = {3D shape estimation in video sequences provides high precision evaluation
of facial expressions},
journal = {Image Vis. Comput.},
volume = {30},
number = {10},
pages = {785--795},
year = {2012},
url = {https://doi.org/10.1016/j.imavis.2012.02.003},
doi = {10.1016/J.IMAVIS.2012.02.003},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ivc/JeniLNPSST12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/SzaboPL12,
author = {Zolt{\'{a}}n Szab{\'{o}} and
Barnab{\'{a}}s P{\'{o}}czos and
Andr{\'{a}}s L{\"{o}}rincz},
title = {Separation theorem for independent subspace analysis and its consequences},
journal = {Pattern Recognit.},
volume = {45},
number = {4},
pages = {1782--1791},
year = {2012},
url = {https://doi.org/10.1016/j.patcog.2011.09.007},
doi = {10.1016/J.PATCOG.2011.09.007},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/SzaboPL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica/SzaboPL12,
author = {Zolt{\'{a}}n Szab{\'{o}} and
Barnab{\'{a}}s P{\'{o}}czos and
Andr{\'{a}}s L{\"{o}}rincz},
editor = {Fabian J. Theis and
Andrzej Cichocki and
Arie Yeredor and
Michael Zibulevsky},
title = {Collaborative Filtering via Group-Structured Dictionary Learning},
booktitle = {Latent Variable Analysis and Signal Separation - 10th International
Conference, {LVA/ICA} 2012, Tel Aviv, Israel, March 12-15, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7191},
pages = {247--254},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-28551-6\_31},
doi = {10.1007/978-3-642-28551-6\_31},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/ica/SzaboPL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1201-0341,
author = {Zolt{\'{a}}n Szab{\'{o}} and
Barnab{\'{a}}s P{\'{o}}czos and
Andr{\'{a}}s L{\"{o}}rincz},
title = {Collaborative Filtering via Group-Structured Dictionary Learning},
journal = {CoRR},
volume = {abs/1201.0341},
year = {2012},
url = {http://arxiv.org/abs/1201.0341},
eprinttype = {arXiv},
eprint = {1201.0341},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1201-0341.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-0377,
author = {Bal{\'{a}}zs Pint{\'{e}}r and
Gyula V{\"{o}}r{\"{o}}s and
Zolt{\'{a}}n Szab{\'{o}} and
Andr{\'{a}}s L{\"{o}}rincz},
title = {Automated Word Puzzle Generation via Topic Dictionaries},
journal = {CoRR},
volume = {abs/1206.0377},
year = {2012},
url = {http://arxiv.org/abs/1206.0377},
eprinttype = {arXiv},
eprint = {1206.0377},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-0377.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-0824,
author = {Zolt{\'{a}}n Szab{\'{o}} and
Andr{\'{a}}s L{\"{o}}rincz},
title = {Distributed High Dimensional Information Theoretical Image Registration
via Random Projections},
journal = {CoRR},
volume = {abs/1210.0824},
year = {2012},
url = {http://arxiv.org/abs/1210.0824},
eprinttype = {arXiv},
eprint = {1210.0824},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-0824.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/SzaboPL11,
author = {Zolt{\'{a}}n Szab{\'{o}} and
Barnab{\'{a}}s P{\'{o}}czos and
Andr{\'{a}}s L{\"{o}}rincz},
title = {Online group-structured dictionary learning},
booktitle = {The 24th {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2011, Colorado Springs, CO, USA, 20-25 June 2011},
pages = {2865--2872},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/CVPR.2011.5995712},
doi = {10.1109/CVPR.2011.5995712},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/SzaboPL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/PoczosSS11,
author = {Barnab{\'{a}}s P{\'{o}}czos and
Zolt{\'{a}}n Szab{\'{o}} and
Jeff G. Schneider},
title = {Nonparametric divergence estimators for independent subspace analysis},
booktitle = {Proceedings of the 19th European Signal Processing Conference, {EUSIPCO}
2011, Barcelona, Spain, August 29 - Sept. 2, 2011},
pages = {1718--1722},
publisher = {{IEEE}},
year = {2011},
url = {https://ieeexplore.ieee.org/document/7073923/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/PoczosSS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/SzaboP11,
author = {Zolt{\'{a}}n Szab{\'{o}} and
Barnab{\'{a}}s P{\'{o}}czos},
title = {Nonparametric independent process analysis},
booktitle = {Proceedings of the 19th European Signal Processing Conference, {EUSIPCO}
2011, Barcelona, Spain, August 29 - Sept. 2, 2011},
pages = {1849--1853},
publisher = {{IEEE}},
year = {2011},
url = {https://ieeexplore.ieee.org/document/7073927/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/SzaboP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/SzaboPL10,
author = {Zolt{\'{a}}n Szab{\'{o}} and
Barnab{\'{a}}s P{\'{o}}czos and
Andr{\'{a}}s L{\"{o}}rincz},
title = {Auto-regressive independent process analysis without combinatorial
efforts},
journal = {Pattern Anal. Appl.},
volume = {13},
number = {1},
pages = {1--13},
year = {2010},
url = {https://doi.org/10.1007/s10044-009-0174-x},
doi = {10.1007/S10044-009-0174-X},
timestamp = {Thu, 08 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/paa/SzaboPL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Szabo10,
author = {Zolt{\'{a}}n Szab{\'{o}}},
title = {Autoregressive independent process analysis with missing observations},
booktitle = {18th European Symposium on Artificial Neural Networks, {ESANN} 2010,
Bruges, Belgium, April 28-30, 2010, Proceedings},
year = {2010},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2010-52.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Szabo10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1008-1393,
author = {Zolt{\'{a}}n Szab{\'{o}}},
title = {Towards Nonstationary, Nonparametric Independent Process Analysis
with Unknown Source Component Dimensions},
journal = {CoRR},
volume = {abs/1008.1393},
year = {2010},
url = {http://arxiv.org/abs/1008.1393},
eprinttype = {arXiv},
eprint = {1008.1393},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1008-1393.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hu/Zoltan09,
author = {Zolt{\'{a}}n Szab{\'{o}}},
title = {Separation Principles in Independent Process Analysis},
school = {E{\"{o}}tv{\"{o}}s Lor{\'{a}}nd University, Hungary},
year = {2009},
url = {https://doktori.hu/index.php?menuid=193\&\#38;lang=HU\&\#38;vid=3048},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/hu/Zoltan09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/actaC/SzaboL09,
author = {Zolt{\'{a}}n Szab{\'{o}} and
Andr{\'{a}}s L{\"{o}}rincz},
title = {Complex Independent Process Analysis},
journal = {Acta Cybern.},
volume = {19},
number = {1},
pages = {177--190},
year = {2009},
url = {https://doi.org/10.14232/actacyb.19.1.2009.12},
doi = {10.14232/ACTACYB.19.1.2009.12},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/actaC/SzaboL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/Szabo09,
author = {Zolt{\'{a}}n Szab{\'{o}}},
editor = {T{\"{u}}lay Adali and
Christian Jutten and
Jo{\~{a}}o Marcos Travassos Romano and
Allan Kardec Barros},
title = {Complete Blind Subspace Deconvolution},
booktitle = {Independent Component Analysis and Signal Separation, 8th International
Conference, {ICA} 2009, Paraty, Brazil, March 15-18, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5441},
pages = {138--145},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-00599-2\_18},
doi = {10.1007/978-3-642-00599-2\_18},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/Szabo09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/SzaboL09,
author = {Zolt{\'{a}}n Szab{\'{o}} and
Andr{\'{a}}s L{\"{o}}rincz},
editor = {T{\"{u}}lay Adali and
Christian Jutten and
Jo{\~{a}}o Marcos Travassos Romano and
Allan Kardec Barros},
title = {Fast Parallel Estimation of High Dimensional Information Theoretical
Quantities with Low Dimensional Random Projection Ensembles},
booktitle = {Independent Component Analysis and Signal Separation, 8th International
Conference, {ICA} 2009, Paraty, Brazil, March 15-18, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5441},
pages = {146--153},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-00599-2\_19},
doi = {10.1007/978-3-642-00599-2\_19},
timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ida/SzaboL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SzaboL09,
author = {Zolt{\'{a}}n Szab{\'{o}} and
Andr{\'{a}}s L{\"{o}}rincz},
title = {Controlled Complete {ARMA} Independent Process Analysis},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2009, Atlanta,
Georgia, USA, 14-19 June 2009},
pages = {3038--3045},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/IJCNN.2009.5178797},
doi = {10.1109/IJCNN.2009.5178797},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/SzaboL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/actaC/SzaboL07,
author = {Zolt{\'{a}}n Szab{\'{o}} and
Andr{\'{a}}s L{\"{o}}rincz},
title = {Independent Subspace Analysis can Cope with the 'Curse of Dimensionality'},
journal = {Acta Cybern.},
volume = {18},
number = {2},
pages = {213--221},
year = {2007},
url = {https://cyber.bibl.u-szeged.hu/index.php/actcybern/article/view/3714},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/actaC/SzaboL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LorinczS07,
author = {Andr{\'{a}}s L{\"{o}}rincz and
Zolt{\'{a}}n Szab{\'{o}}},
title = {Neurally plausible, non-combinatorial iterative independent process
analysis},
journal = {Neurocomputing},
volume = {70},
number = {7-9},
pages = {1569--1573},
year = {2007},
url = {https://doi.org/10.1016/j.neucom.2006.10.145},
doi = {10.1016/J.NEUCOM.2006.10.145},
timestamp = {Tue, 06 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/LorinczS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/SzaboPL07,
author = {Zolt{\'{a}}n Szab{\'{o}} and
Barnab{\'{a}}s P{\'{o}}czos and
Andr{\'{a}}s L{\"{o}}rincz},
title = {Undercomplete Blind Subspace Deconvolution},
journal = {J. Mach. Learn. Res.},
volume = {8},
pages = {1063--1095},
year = {2007},
url = {https://dl.acm.org/doi/10.5555/1314498.1314534},
doi = {10.5555/1314498.1314534},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/SzaboPL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/SzaboPL07,
author = {Zolt{\'{a}}n Szab{\'{o}} and
Barnab{\'{a}}s P{\'{o}}czos and
Andr{\'{a}}s L{\"{o}}rincz},
editor = {Joost N. Kok and
Jacek Koronacki and
Ram{\'{o}}n L{\'{o}}pez de M{\'{a}}ntaras and
Stan Matwin and
Dunja Mladenic and
Andrzej Skowron},
title = {Undercomplete Blind Subspace Deconvolution Via Linear Prediction},
booktitle = {Machine Learning: {ECML} 2007, 18th European Conference on Machine
Learning, Warsaw, Poland, September 17-21, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4701},
pages = {740--747},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74958-5\_75},
doi = {10.1007/978-3-540-74958-5\_75},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/SzaboPL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica/PoczosSKL07,
author = {Barnab{\'{a}}s P{\'{o}}czos and
Zolt{\'{a}}n Szab{\'{o}} and
Melinda Kiszlinger and
Andr{\'{a}}s L{\"{o}}rincz},
editor = {Mike E. Davies and
Christopher J. James and
Samer A. Abdallah and
Mark D. Plumbley},
title = {Independent Process Analysis Without a Priori Dimensional Information},
booktitle = {Independent Component Analysis and Signal Separation, 7th International
Conference, {ICA} 2007, London, UK, September 9-12, 2007},
series = {Lecture Notes in Computer Science},
volume = {4666},
pages = {252--259},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74494-8\_32},
doi = {10.1007/978-3-540-74494-8\_32},
timestamp = {Wed, 26 Oct 2022 13:15:53 +0200},
biburl = {https://dblp.org/rec/conf/ica/PoczosSKL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/SzaboPSL07,
author = {Zolt{\'{a}}n Szab{\'{o}} and
Barnab{\'{a}}s P{\'{o}}czos and
G{\'{a}}bor Szirtes and
Andr{\'{a}}s L{\"{o}}rincz},
editor = {Joaquim Marques de S{\'{a}} and
Lu{\'{\i}}s A. Alexandre and
Wlodzislaw Duch and
Danilo P. Mandic},
title = {Post Nonlinear Independent Subspace Analysis},
booktitle = {Artificial Neural Networks - {ICANN} 2007, 17th International Conference,
Porto, Portugal, September 9-13, 2007, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4668},
pages = {677--686},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74690-4\_69},
doi = {10.1007/978-3-540-74690-4\_69},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/SzaboPSL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/actaC/SzaboL06,
author = {Zolt{\'{a}}n Szab{\'{o}} and
Andr{\'{a}}s L{\"{o}}rincz},
title = {{\(\epsilon\)}-Sparse Representations: Generalized Sparse Approximation
and the Equivalent Family of {SVM} Tasks},
journal = {Acta Cybern.},
volume = {17},
number = {3},
pages = {605--614},
year = {2006},
url = {https://cyber.bibl.u-szeged.hu/index.php/actcybern/article/view/3685},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/actaC/SzaboL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica/SzaboPL06,
author = {Zolt{\'{a}}n Szab{\'{o}} and
Barnab{\'{a}}s P{\'{o}}czos and
Andr{\'{a}}s L{\"{o}}rincz},
editor = {Justinian P. Rosca and
Deniz Erdogmus and
Jos{\'{e}} Carlos Pr{\'{\i}}ncipe and
Simon Haykin},
title = {Cross-Entropy Optimization for Independent Process Analysis},
booktitle = {Independent Component Analysis and Blind Signal Separation, 6th International
Conference, {ICA} 2006, Charleston, SC, USA, March 5-8, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3889},
pages = {909--916},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11679363\_113},
doi = {10.1007/11679363\_113},
timestamp = {Wed, 03 Mar 2021 09:19:59 +0100},
biburl = {https://dblp.org/rec/conf/ica/SzaboPL06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/cs-LG-0410015,
author = {Zolt{\'{a}}n Szab{\'{o}} and
Andr{\'{a}}s L{\"{o}}rincz},
title = {{L1} regularization is better than {L2} for learning and predicting
chaotic systems},
journal = {CoRR},
volume = {cs.LG/0410015},
year = {2004},
url = {http://arxiv.org/abs/cs.LG/0410015},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/cs-LG-0410015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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