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ORCIDBibTeX records: Gérard Biau
@article{DBLP:journals/corr/abs-2402-07514,
author = {Nathan Doum{\`{e}}che and
Francis Bach and
Claire Boyer and
G{\'{e}}rard Biau},
title = {Physics-informed machine learning as a kernel method},
journal = {CoRR},
volume = {abs/2402.07514},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.07514},
doi = {10.48550/ARXIV.2402.07514},
eprinttype = {arXiv},
eprint = {2402.07514},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-07514.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-01213,
author = {Pierre Marion and
Yu{-}Han Wu and
Michael E. Sander and
G{\'{e}}rard Biau},
title = {Implicit regularization of deep residual networks towards neural ODEs},
journal = {CoRR},
volume = {abs/2309.01213},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.01213},
doi = {10.48550/ARXIV.2309.01213},
eprinttype = {arXiv},
eprint = {2309.01213},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-01213.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BenardBVS22,
author = {Cl{\'{e}}ment B{\'{e}}nard and
G{\'{e}}rard Biau and
S{\'{e}}bastien Da Veiga and
Erwan Scornet},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {{SHAFF:} Fast and consistent SHApley eFfect estimates via random Forests},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {5563--5582},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/benard22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BenardBVS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-02824,
author = {Arthur St{\'{e}}phanovitch and
Ugo Tanielian and
Beno{\^{\i}}t Cadre and
Nicolas Klutchnikoff and
G{\'{e}}rard Biau},
title = {Optimal 1-Wasserstein Distance for WGANs},
journal = {CoRR},
volume = {abs/2201.02824},
year = {2022},
url = {https://arxiv.org/abs/2201.02824},
eprinttype = {arXiv},
eprint = {2201.02824},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-02824.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-06929,
author = {Pierre Marion and
Adeline Fermanian and
G{\'{e}}rard Biau and
Jean{-}Philippe Vert},
title = {Scaling ResNets in the Large-depth Regime},
journal = {CoRR},
volume = {abs/2206.06929},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.06929},
doi = {10.48550/ARXIV.2206.06929},
eprinttype = {arXiv},
eprint = {2206.06929},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-06929.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BiauST21,
author = {G{\'{e}}rard Biau and
Maxime Sangnier and
Ugo Tanielian},
title = {Some Theoretical Insights into Wasserstein GANs},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {119:1--119:45},
year = {2021},
url = {http://jmlr.org/papers/v22/20-553.html},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/BiauST21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/TanielianB21,
author = {Ugo Tanielian and
G{\'{e}}rard Biau},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Approximating Lipschitz continuous functions with GroupSort neural
networks},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {442--450},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/tanielian21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/TanielianB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BenardBVS21,
author = {Cl{\'{e}}ment B{\'{e}}nard and
G{\'{e}}rard Biau and
S{\'{e}}bastien Da Veiga and
Erwan Scornet},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Interpretable Random Forests via Rule Extraction},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {937--945},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/benard21a.html},
timestamp = {Wed, 14 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BenardBVS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DuBPP21,
author = {Qiming Du and
G{\'{e}}rard Biau and
Fran{\c{c}}ois Petit and
Rapha{\"{e}}l Porcher},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Wasserstein Random Forests and Applications in Heterogeneous Treatment
Effects},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {1729--1737},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/du21a.html},
timestamp = {Wed, 14 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DuBPP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FermanianMVB21,
author = {Adeline Fermanian and
Pierre Marion and
Jean{-}Philippe Vert and
G{\'{e}}rard Biau},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Framing {RNN} as a kernel method: {A} neural {ODE} approach},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {3121--3134},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/18a9042b3fc5b02fe3d57fea87d6992f-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/FermanianMVB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-11724,
author = {Cl{\'{e}}ment B{\'{e}}nard and
G{\'{e}}rard Biau and
S{\'{e}}bastien Da Veiga and
Erwan Scornet},
title = {{SHAFF:} Fast and consistent SHApley eFfect estimates via random Forests},
journal = {CoRR},
volume = {abs/2105.11724},
year = {2021},
url = {https://arxiv.org/abs/2105.11724},
eprinttype = {arXiv},
eprint = {2105.11724},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-11724.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-01202,
author = {Adeline Fermanian and
Pierre Marion and
Jean{-}Philippe Vert and
G{\'{e}}rard Biau},
title = {Framing {RNN} as a kernel method: {A} neural {ODE} approach},
journal = {CoRR},
volume = {abs/2106.01202},
year = {2021},
url = {https://arxiv.org/abs/2106.01202},
eprinttype = {arXiv},
eprint = {2106.01202},
timestamp = {Fri, 11 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-01202.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-14841,
author = {Cl{\'{e}}ment B{\'{e}}nard and
G{\'{e}}rard Biau and
S{\'{e}}bastien Da Veiga and
Erwan Scornet},
title = {Interpretable Random Forests via Rule Extraction},
journal = {CoRR},
volume = {abs/2004.14841},
year = {2020},
url = {https://arxiv.org/abs/2004.14841},
eprinttype = {arXiv},
eprint = {2004.14841},
timestamp = {Sun, 03 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-14841.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-02682,
author = {G{\'{e}}rard Biau and
Maxime Sangnier and
Ugo Tanielian},
title = {Some Theoretical Insights into Wasserstein GANs},
journal = {CoRR},
volume = {abs/2006.02682},
year = {2020},
url = {https://arxiv.org/abs/2006.02682},
eprinttype = {arXiv},
eprint = {2006.02682},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-02682.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-04709,
author = {Qiming Du and
G{\'{e}}rard Biau and
Fran{\c{c}}ois Petit and
Rapha{\"{e}}l Porcher},
title = {Wasserstein Random Forests and Applications in Heterogeneous Treatment
Effects},
journal = {CoRR},
volume = {abs/2006.04709},
year = {2020},
url = {https://arxiv.org/abs/2006.04709},
eprinttype = {arXiv},
eprint = {2006.04709},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-04709.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-05254,
author = {Ugo Tanielian and
Maxime Sangnier and
G{\'{e}}rard Biau},
title = {Approximating Lipschitz continuous functions with GroupSort neural
networks},
journal = {CoRR},
volume = {abs/2006.05254},
year = {2020},
url = {https://arxiv.org/abs/2006.05254},
eprinttype = {arXiv},
eprint = {2006.05254},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-05254.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BiauCR19,
author = {G{\'{e}}rard Biau and
Beno{\^{\i}}t Cadre and
Laurent Rouv{\`{\i}}{\`{e}}re},
title = {Accelerated gradient boosting},
journal = {Mach. Learn.},
volume = {108},
number = {6},
pages = {971--992},
year = {2019},
url = {https://doi.org/10.1007/s10994-019-05787-1},
doi = {10.1007/S10994-019-05787-1},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BiauCR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-06852,
author = {Cl{\'{e}}ment B{\'{e}}nard and
G{\'{e}}rard Biau and
S{\'{e}}bastien Da Veiga and
Erwan Scornet},
title = {{SIRUS:} making random forests interpretable},
journal = {CoRR},
volume = {abs/1908.06852},
year = {2019},
url = {http://arxiv.org/abs/1908.06852},
eprinttype = {arXiv},
eprint = {1908.06852},
timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-06852.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-02042,
author = {G{\'{e}}rard Biau and
Beno{\^{\i}}t Cadre and
Laurent Rouv{\`{\i}}{\`{e}}re},
title = {Accelerated Gradient Boosting},
journal = {CoRR},
volume = {abs/1803.02042},
year = {2018},
url = {http://arxiv.org/abs/1803.02042},
eprinttype = {arXiv},
eprint = {1803.02042},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-02042.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-07819,
author = {G{\'{e}}rard Biau and
Beno{\^{\i}}t Cadre and
Maxime Sangnier and
Ugo Tanielian},
title = {Some Theoretical Properties of GANs},
journal = {CoRR},
volume = {abs/1803.07819},
year = {2018},
url = {http://arxiv.org/abs/1803.07819},
eprinttype = {arXiv},
eprint = {1803.07819},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-07819.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BiauC17,
author = {G{\'{e}}rard Biau and
Beno{\^{\i}}t Cadre},
title = {Optimization by gradient boosting},
journal = {CoRR},
volume = {abs/1707.05023},
year = {2017},
url = {http://arxiv.org/abs/1707.05023},
eprinttype = {arXiv},
eprint = {1707.05023},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BiauC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BiauBC16,
author = {G{\'{e}}rard Biau and
Kevin Bleakley and
Beno{\^{\i}}t Cadre},
title = {The Statistical Performance of Collaborative Inference},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {62:1--62:29},
year = {2016},
url = {http://jmlr.org/papers/v17/15-346.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BiauBC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ma/BiauFGM16,
author = {G{\'{e}}rard Biau and
Aur{\'{e}}lie Fischer and
Benjamin Guedj and
James D. Malley},
title = {{COBRA:} {A} combined regression strategy},
journal = {J. Multivar. Anal.},
volume = {146},
pages = {18--28},
year = {2016},
url = {https://doi.org/10.1016/j.jmva.2015.04.007},
doi = {10.1016/J.JMVA.2015.04.007},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ma/BiauFGM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BiauSW16,
author = {G{\'{e}}rard Biau and
Erwan Scornet and
Johannes Welbl},
title = {Neural Random Forests},
journal = {CoRR},
volume = {abs/1604.07143},
year = {2016},
url = {http://arxiv.org/abs/1604.07143},
eprinttype = {arXiv},
eprint = {1604.07143},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BiauSW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/BiauD14,
author = {G{\'{e}}rard Biau and
Luc Devroye},
editor = {Peter Auer and
Alexander Clark and
Thomas Zeugmann and
Sandra Zilles},
title = {Cellular Tree Classifiers},
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 = {8--17},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11662-4\_2},
doi = {10.1007/978-3-319-11662-4\_2},
timestamp = {Sun, 25 Oct 2020 22:46:29 +0100},
biburl = {https://dblp.org/rec/conf/alt/BiauD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/AlquierB13,
author = {Pierre Alquier and
G{\'{e}}rard Biau},
title = {Sparse single-index model},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {243--280},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502589},
doi = {10.5555/2567709.2502589},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AlquierB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-4679,
author = {G{\'{e}}rard Biau and
Luc Devroye},
title = {Cellular Tree Classifiers},
journal = {CoRR},
volume = {abs/1301.4679},
year = {2013},
url = {http://arxiv.org/abs/1301.4679},
eprinttype = {arXiv},
eprint = {1301.4679},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-4679.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Biau12,
author = {G{\'{e}}rard Biau},
title = {Analysis of a Random Forests Model},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {1063--1095},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2343682},
doi = {10.5555/2503308.2343682},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Biau12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ma/BiauDDK12,
author = {G{\'{e}}rard Biau and
Luc Devroye and
Vida Dujmovic and
Adam Krzyzak},
title = {An affine invariant k-nearest neighbor regression estimate},
journal = {J. Multivar. Anal.},
volume = {112},
pages = {24--34},
year = {2012},
url = {https://doi.org/10.1016/j.jmva.2012.05.020},
doi = {10.1016/J.JMVA.2012.05.020},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ma/BiauDDK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/BiauF12,
author = {G{\'{e}}rard Biau and
Aur{\'{e}}lie Fischer},
title = {Parameter Selection for Principal Curves},
journal = {{IEEE} Trans. Inf. Theory},
volume = {58},
number = {3},
pages = {1924--1939},
year = {2012},
url = {https://doi.org/10.1109/TIT.2011.2173157},
doi = {10.1109/TIT.2011.2173157},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/BiauF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isit/BiauKDD12,
author = {G{\'{e}}rard Biau and
Adam Krzyzak and
Luc Devroye and
Vida Dujmovic},
title = {An affine invariant k-nearest neighbor regression estimate},
booktitle = {Proceedings of the 2012 {IEEE} International Symposium on Information
Theory, {ISIT} 2012, Cambridge, MA, USA, July 1-6, 2012},
pages = {1445--1447},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ISIT.2012.6283498},
doi = {10.1109/ISIT.2012.6283498},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isit/BiauKDD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/BiauP11,
author = {G{\'{e}}rard Biau and
Beno{\^{\i}}t Patra},
title = {Sequential Quantile Prediction of Time Series},
journal = {{IEEE} Trans. Inf. Theory},
volume = {57},
number = {3},
pages = {1664--1674},
year = {2011},
url = {https://doi.org/10.1109/TIT.2011.2104610},
doi = {10.1109/TIT.2011.2104610},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/BiauP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BiauCG10,
author = {G{\'{e}}rard Biau and
Fr{\'{e}}d{\'{e}}ric C{\'{e}}rou and
Arnaud Guyader},
title = {On the Rate of Convergence of the Bagged Nearest Neighbor Estimate},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {687--712},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1756028},
doi = {10.5555/1756006.1756028},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BiauCG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ma/BiauD10,
author = {G{\'{e}}rard Biau and
Luc Devroye},
title = {On the layered nearest neighbour estimate, the bagged nearest neighbour
estimate and the random forest method in regression and classification},
journal = {J. Multivar. Anal.},
volume = {101},
number = {10},
pages = {2499--2518},
year = {2010},
url = {https://doi.org/10.1016/j.jmva.2010.06.019},
doi = {10.1016/J.JMVA.2010.06.019},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ma/BiauD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/BiauCG10,
author = {G{\'{e}}rard Biau and
Fr{\'{e}}d{\'{e}}ric C{\'{e}}rou and
Arnaud Guyader},
title = {Rates of convergence of the functional k-nearest neighbor estimate},
journal = {{IEEE} Trans. Inf. Theory},
volume = {56},
number = {4},
pages = {2034--2040},
year = {2010},
url = {https://doi.org/10.1109/TIT.2010.2040857},
doi = {10.1109/TIT.2010.2040857},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/BiauCG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/BleakleyLB08,
author = {Kevin Bleakley and
Marie{-}Paule Lefranc and
G{\'{e}}rard Biau},
title = {Recovering probabilities for nucleotide trimming processes for {T}
cell receptor {TRA} and {TRG} {V-J} junctions analyzed with {IMGT}
tools},
journal = {{BMC} Bioinform.},
volume = {9},
year = {2008},
url = {https://doi.org/10.1186/1471-2105-9-408},
doi = {10.1186/1471-2105-9-408},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/BleakleyLB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BiauDL08,
author = {G{\'{e}}rard Biau and
Luc Devroye and
G{\'{a}}bor Lugosi},
title = {Consistency of Random Forests and Other Averaging Classifiers},
journal = {J. Mach. Learn. Res.},
volume = {9},
pages = {2015--2033},
year = {2008},
url = {https://dl.acm.org/doi/10.5555/1390681.1442799},
doi = {10.5555/1390681.1442799},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BiauDL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/BiauDL08,
author = {G{\'{e}}rard Biau and
Luc Devroye and
G{\'{a}}bor Lugosi},
title = {On the Performance of Clustering in Hilbert Spaces},
journal = {{IEEE} Trans. Inf. Theory},
volume = {54},
number = {2},
pages = {781--790},
year = {2008},
url = {https://doi.org/10.1109/TIT.2007.913516},
doi = {10.1109/TIT.2007.913516},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/BiauDL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismb/BleakleyBV07,
author = {Kevin Bleakley and
G{\'{e}}rard Biau and
Jean{-}Philippe Vert},
title = {Supervised reconstruction of biological networks with local models},
booktitle = {Proceedings 15th International Conference on Intelligent Systems for
Molecular Biology {(ISMB)} {\&} 6th European Conference on Computational
Biology (ECCB), Vienna, Austria, July 21-25, 2007},
pages = {57--65},
year = {2007},
url = {https://doi.org/10.1093/bioinformatics/btm204},
doi = {10.1093/BIOINFORMATICS/BTM204},
timestamp = {Sat, 07 Sep 2019 11:59:25 +0200},
biburl = {https://dblp.org/rec/conf/ismb/BleakleyBV07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isb/BleakleyGWLB06,
author = {Kevin Bleakley and
V{\'{e}}ronique Giudicelli and
Yan Wu and
Marie{-}Paule Lefranc and
G{\'{e}}rard Biau},
title = {{IMGT} Standardization for Statistical Analyses of {T} Cell Receptor
Junctions: The {TRAV-TRAJ} Example},
journal = {Silico Biol.},
volume = {6},
number = {6},
pages = {573--588},
year = {2006},
url = {http://content.iospress.com/articles/in-silico-biology/isb00266},
timestamp = {Thu, 20 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isb/BleakleyGWLB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/BiauBW05,
author = {G{\'{e}}rard Biau and
Florentina Bunea and
Marten H. Wegkamp},
title = {Functional classification in Hilbert spaces},
journal = {{IEEE} Trans. Inf. Theory},
volume = {51},
number = {6},
pages = {2163--2172},
year = {2005},
url = {https://doi.org/10.1109/TIT.2005.847705},
doi = {10.1109/TIT.2005.847705},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/BiauBW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/BiauG05,
author = {G{\'{e}}rard Biau and
L{\'{a}}szl{\'{o}} Gy{\"{o}}rfi},
title = {On the asymptotic properties of a nonparametric L\({}_{\mbox{1}}\)-test
statistic of homogeneity},
journal = {{IEEE} Trans. Inf. Theory},
volume = {51},
number = {11},
pages = {3965--3973},
year = {2005},
url = {https://doi.org/10.1109/TIT.2005.856979},
doi = {10.1109/TIT.2005.856979},
timestamp = {Wed, 28 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tit/BiauG05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/BiauD04,
author = {G{\'{e}}rard Biau and
Luc Devroye},
title = {A note on density model size testing},
journal = {{IEEE} Trans. Inf. Theory},
volume = {50},
number = {3},
pages = {576--581},
year = {2004},
url = {https://doi.org/10.1109/TIT.2004.825250},
doi = {10.1109/TIT.2004.825250},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/BiauD04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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