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ORCIDBibTeX records: Gilles Louppe
@article{DBLP:journals/frai/JoiretLLRCLG23,
author = {Marc Joiret and
Marine Leclercq and
Gaspard Lambrechts and
Francesca Rapino and
Pierre Close and
Gilles Louppe and
Liesbet Geris},
title = {Cracking the genetic code with neural networks},
journal = {Frontiers Artif. Intell.},
volume = {6},
year = {2023},
url = {https://doi.org/10.3389/frai.2023.1128153},
doi = {10.3389/FRAI.2023.1128153},
timestamp = {Tue, 19 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/frai/JoiretLLRCLG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/TheateWBLE23,
author = {Thibaut Th{\'{e}}ate and
Antoine Wehenkel and
Adrien Bolland and
Gilles Louppe and
Damien Ernst},
title = {Distributional reinforcement learning with unconstrained monotonic
neural networks},
journal = {Neurocomputing},
volume = {534},
pages = {199--219},
year = {2023},
url = {https://doi.org/10.1016/j.neucom.2023.02.049},
doi = {10.1016/J.NEUCOM.2023.02.049},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/TheateWBLE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/WehenkelBHSLJ23,
author = {Antoine Wehenkel and
Jens Behrmann and
Hsiang Hsu and
Guillermo Sapiro and
Gilles Louppe and
J{\"{o}}rn{-}Henrik Jacobsen},
title = {Robust Hybrid Learning With Expert Augmentation},
journal = {Trans. Mach. Learn. Res.},
volume = {2023},
year = {2023},
url = {https://openreview.net/forum?id=oe4dl4MCGY},
timestamp = {Thu, 18 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/WehenkelBHSLJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/VandeghenLD23,
author = {Renaud Vandeghen and
Gilles Louppe and
Marc Van Droogenbroeck},
title = {Adaptive Self-Training for Object Detection},
booktitle = {{IEEE/CVF} International Conference on Computer Vision, {ICCV} 2023
- Workshops, Paris, France, October 2-6, 2023},
pages = {914--923},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICCVW60793.2023.00098},
doi = {10.1109/ICCVW60793.2023.00098},
timestamp = {Wed, 10 Jan 2024 14:20:12 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/VandeghenLD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmsports/LewinVHBL23,
author = {Sacha Lewin and
Maxime Vandegar and
Thomas Hoyoux and
Olivier Barnich and
Gilles Louppe},
editor = {Rainer Lienhart and
Thomas B. Moeslund and
Hideo Saito},
title = {Dynamic NeRFs for Soccer Scenes},
booktitle = {Proceedings of the 6th International Workshop on Multimedia Content
Analysis in Sports, MMSports 2023, Ottawa ON, Canada, 29 October 2023},
pages = {113--121},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3606038.3616158},
doi = {10.1145/3606038.3616158},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mmsports/LewinVHBL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FalkiewiczTSWDL23,
author = {Maciej Falkiewicz and
Naoya Takeishi and
Imahn Shekhzadeh and
Antoine Wehenkel and
Arnaud Delaunoy and
Gilles Louppe and
Alexandros Kalousis},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Calibrating Neural Simulation-Based Inference with Differentiable
Coverage Probability},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/03a9a9c1e15850439653bb971a4ad4b3-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FalkiewiczTSWDL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RozetL23,
author = {Fran{\c{c}}ois Rozet and
Gilles Louppe},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Score-based Data Assimilation},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/7f7fa581cc8a1970a4332920cdf87395-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RozetL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-05873,
author = {Norman Marlier and
Olivier Br{\"{u}}ls and
Gilles Louppe},
title = {Simulation-based Bayesian inference for robotic grasping},
journal = {CoRR},
volume = {abs/2303.05873},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.05873},
doi = {10.48550/ARXIV.2303.05873},
eprinttype = {arXiv},
eprint = {2303.05873},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-05873.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-06806,
author = {Namid R. Stillman and
Silke Henkes and
Roberto Mayor and
Gilles Louppe},
title = {Graph-informed simulation-based inference for models of active matter},
journal = {CoRR},
volume = {abs/2304.06806},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.06806},
doi = {10.48550/ARXIV.2304.06806},
eprinttype = {arXiv},
eprint = {2304.06806},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-06806.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-08805,
author = {Norman Marlier and
Julien Gustin and
Olivier Br{\"{u}}ls and
Gilles Louppe},
title = {Implicit representation priors meet Riemannian geometry for Bayesian
robotic grasping},
journal = {CoRR},
volume = {abs/2304.08805},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.08805},
doi = {10.48550/ARXIV.2304.08805},
eprinttype = {arXiv},
eprint = {2304.08805},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-08805.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-10978,
author = {Arnaud Delaunoy and
Benjamin Kurt Miller and
Patrick Forr{\'{e}} and
Christoph Weniger and
Gilles Louppe},
title = {Balancing Simulation-based Inference for Conservative Posteriors},
journal = {CoRR},
volume = {abs/2304.10978},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.10978},
doi = {10.48550/ARXIV.2304.10978},
eprinttype = {arXiv},
eprint = {2304.10978},
timestamp = {Wed, 03 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-10978.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-06851,
author = {Adrien Bolland and
Gilles Louppe and
Damien Ernst},
title = {Policy Gradient Algorithms Implicitly Optimize by Continuation},
journal = {CoRR},
volume = {abs/2305.06851},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.06851},
doi = {10.48550/ARXIV.2305.06851},
eprinttype = {arXiv},
eprint = {2305.06851},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-06851.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-10574,
author = {Fran{\c{c}}ois Rozet and
Gilles Louppe},
title = {Score-based Data Assimilation},
journal = {CoRR},
volume = {abs/2306.10574},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.10574},
doi = {10.48550/ARXIV.2306.10574},
eprinttype = {arXiv},
eprint = {2306.10574},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-10574.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-06802,
author = {Sacha Lewin and
Maxime Vandegar and
Thomas Hoyoux and
Olivier Barnich and
Gilles Louppe},
title = {Dynamic NeRFs for Soccer Scenes},
journal = {CoRR},
volume = {abs/2309.06802},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.06802},
doi = {10.48550/ARXIV.2309.06802},
eprinttype = {arXiv},
eprint = {2309.06802},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-06802.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-01853,
author = {Fran{\c{c}}ois Rozet and
Gilles Louppe},
title = {Score-based Data Assimilation for a Two-Layer Quasi-Geostrophic Model},
journal = {CoRR},
volume = {abs/2310.01853},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.01853},
doi = {10.48550/ARXIV.2310.01853},
eprinttype = {arXiv},
eprint = {2310.01853},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-01853.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-02691,
author = {Victor Mangeleer and
Gilles Louppe},
title = {Robust Ocean Subgrid-Scale Parameterizations Using Fourier Neural
Operators},
journal = {CoRR},
volume = {abs/2310.02691},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.02691},
doi = {10.48550/ARXIV.2310.02691},
eprinttype = {arXiv},
eprint = {2310.02691},
timestamp = {Thu, 19 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-02691.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-13402,
author = {Maciej Falkiewicz and
Naoya Takeishi and
Imahn Shekhzadeh and
Antoine Wehenkel and
Arnaud Delaunoy and
Gilles Louppe and
Alexandros Kalousis},
title = {Calibrating Neural Simulation-Based Inference with Differentiable
Coverage Probability},
journal = {CoRR},
volume = {abs/2310.13402},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.13402},
doi = {10.48550/ARXIV.2310.13402},
eprinttype = {arXiv},
eprint = {2310.13402},
timestamp = {Tue, 31 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-13402.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-00775,
author = {Aaron David Schneider and
Paul Molli{\`{e}}re and
Gilles Louppe and
Ludmila Carone and
Uffe Gr{\aa}e J{\o}rgensen and
Leen Decin and
Christiane Helling},
title = {Harnessing machine learning for accurate treatment of overlapping
opacity species in GCMs},
journal = {CoRR},
volume = {abs/2311.00775},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.00775},
doi = {10.48550/ARXIV.2311.00775},
eprinttype = {arXiv},
eprint = {2311.00775},
timestamp = {Wed, 08 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-00775.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/HermansDRWBL22,
author = {Joeri Hermans and
Arnaud Delaunoy and
Fran{\c{c}}ois Rozet and
Antoine Wehenkel and
Volodimir Begy and
Gilles Louppe},
title = {A Crisis In Simulation-Based Inference? Beware, Your Posterior Approximations
Can Be Unfaithful},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=LHAbHkt6Aq},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/HermansDRWBL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DelaunoyHRWL22,
author = {Arnaud Delaunoy and
Joeri Hermans and
Fran{\c{c}}ois Rozet and
Antoine Wehenkel and
Gilles Louppe},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Towards Reliable Simulation-Based Inference with Balanced Neural Ratio
Estimation},
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/7e6288bfb68182db7d6e328b0aefa89a-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/DelaunoyHRWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-00649,
author = {Arnaud Delaunoy and
Gilles Louppe},
title = {{SAE:} Sequential Anchored Ensembles},
journal = {CoRR},
volume = {abs/2201.00649},
year = {2022},
url = {https://arxiv.org/abs/2201.00649},
eprinttype = {arXiv},
eprint = {2201.00649},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-00649.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-03881,
author = {Antoine Wehenkel and
Jens Behrmann and
Hsiang Hsu and
Guillermo Sapiro and
Gilles Louppe and
J{\"{o}}rn{-}Henrik Jacobsen},
title = {Robust Hybrid Learning With Expert Augmentation},
journal = {CoRR},
volume = {abs/2202.03881},
year = {2022},
url = {https://arxiv.org/abs/2202.03881},
eprinttype = {arXiv},
eprint = {2202.03881},
timestamp = {Thu, 10 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-03881.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-13624,
author = {Arnaud Delaunoy and
Joeri Hermans and
Fran{\c{c}}ois Rozet and
Antoine Wehenkel and
Gilles Louppe},
title = {Towards Reliable Simulation-Based Inference with Balanced Neural Ratio
Estimation},
journal = {CoRR},
volume = {abs/2208.13624},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.13624},
doi = {10.48550/ARXIV.2208.13624},
eprinttype = {arXiv},
eprint = {2208.13624},
timestamp = {Thu, 01 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-13624.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-05911,
author = {Renaud Vandeghen and
Gilles Louppe and
Marc Van Droogenbroeck},
title = {Adaptive Self-Training for Object Detection},
journal = {CoRR},
volume = {abs/2212.05911},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.05911},
doi = {10.48550/ARXIV.2212.05911},
eprinttype = {arXiv},
eprint = {2212.05911},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-05911.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WehenkelL21,
author = {Antoine Wehenkel and
Gilles Louppe},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Graphical Normalizing Flows},
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 = {37--45},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/wehenkel21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WehenkelL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/VandegarKWL21,
author = {Maxime Vandegar and
Michael Kagan and
Antoine Wehenkel and
Gilles Louppe},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {Neural Empirical Bayes: Source Distribution Estimation and its Applications
to Simulation-Based Inference},
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 = {2107--2115},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/vandegar21a.html},
timestamp = {Wed, 14 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/VandegarKWL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MillerCFLW21,
author = {Benjamin Kurt Miller and
Alex Cole and
Patrick Forr{\'{e}} and
Gilles Louppe and
Christoph Weniger},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Truncated Marginal Neural Ratio Estimation},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {129--143},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/01632f7b7a127233fa1188bd6c2e42e1-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/MillerCFLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SuteraLHWG21,
author = {Antonio Sutera and
Gilles Louppe and
V{\^{a}}n Anh Huynh{-}Thu and
Louis Wehenkel and
Pierre Geurts},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {From global to local {MDI} variable importances for random forests
and when they are Shapley values},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {3533--3543},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/1cfa81af29c6f2d8cacb44921722e753-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SuteraLHWG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/RodriguesMLG21,
author = {Pedro Rodrigues and
Thomas Moreau and
Gilles Louppe and
Alexandre Gramfort},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {{HNPE:} Leveraging Global Parameters for Neural Posterior Estimation},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {13432--13443},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/6fbd841e2e4b2938351a4f9b68f12e6b-Abstract.html},
timestamp = {Wed, 14 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/RodriguesMLG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-06477,
author = {Pedro L. C. Rodrigues and
Thomas Moreau and
Gilles Louppe and
Alexandre Gramfort},
title = {Leveraging Global Parameters for Flow-based Neural Posterior Estimation},
journal = {CoRR},
volume = {abs/2102.06477},
year = {2021},
url = {https://arxiv.org/abs/2102.06477},
eprinttype = {arXiv},
eprint = {2102.06477},
timestamp = {Wed, 14 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-06477.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03228,
author = {Thibaut Th{\'{e}}ate and
Antoine Wehenkel and
Adrien Bolland and
Gilles Louppe and
Damien Ernst},
title = {Distributional Reinforcement Learning with Unconstrained Monotonic
Neural Networks},
journal = {CoRR},
volume = {abs/2106.03228},
year = {2021},
url = {https://arxiv.org/abs/2106.03228},
eprinttype = {arXiv},
eprint = {2106.03228},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-03228.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-15671,
author = {Antoine Wehenkel and
Gilles Louppe},
title = {Diffusion Priors In Variational Autoencoders},
journal = {CoRR},
volume = {abs/2106.15671},
year = {2021},
url = {https://arxiv.org/abs/2106.15671},
eprinttype = {arXiv},
eprint = {2106.15671},
timestamp = {Mon, 05 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-15671.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-01214,
author = {Benjamin Kurt Miller and
Alex Cole and
Patrick Forr{\'{e}} and
Gilles Louppe and
Christoph Weniger},
title = {Truncated Marginal Neural Ratio Estimation},
journal = {CoRR},
volume = {abs/2107.01214},
year = {2021},
url = {https://arxiv.org/abs/2107.01214},
eprinttype = {arXiv},
eprint = {2107.01214},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-01214.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-14275,
author = {Norman Marlier and
Olivier Br{\"{u}}ls and
Gilles Louppe},
title = {Simulation-based Bayesian inference for multi-fingered robotic grasping},
journal = {CoRR},
volume = {abs/2109.14275},
year = {2021},
url = {https://arxiv.org/abs/2109.14275},
eprinttype = {arXiv},
eprint = {2109.14275},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-14275.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-00449,
author = {Fran{\c{c}}ois Rozet and
Gilles Louppe},
title = {Arbitrary Marginal Neural Ratio Estimation for Simulation-based Inference},
journal = {CoRR},
volume = {abs/2110.00449},
year = {2021},
url = {https://arxiv.org/abs/2110.00449},
eprinttype = {arXiv},
eprint = {2110.00449},
timestamp = {Fri, 08 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-00449.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-06581,
author = {Joeri Hermans and
Arnaud Delaunoy and
Fran{\c{c}}ois Rozet and
Antoine Wehenkel and
Gilles Louppe},
title = {Averting {A} Crisis In Simulation-Based Inference},
journal = {CoRR},
volume = {abs/2110.06581},
year = {2021},
url = {https://arxiv.org/abs/2110.06581},
eprinttype = {arXiv},
eprint = {2110.06581},
timestamp = {Mon, 25 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-06581.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-02218,
author = {Antonio Sutera and
Gilles Louppe and
V{\^{a}}n Anh Huynh{-}Thu and
Louis Wehenkel and
Pierre Geurts},
title = {From global to local {MDI} variable importances for random forests
and when they are Shapley values},
journal = {CoRR},
volume = {abs/2111.02218},
year = {2021},
url = {https://arxiv.org/abs/2111.02218},
eprinttype = {arXiv},
eprint = {2111.02218},
timestamp = {Fri, 05 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-02218.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HermansBL20,
author = {Joeri Hermans and
Volodimir Begy and
Gilles Louppe},
title = {Likelihood-free {MCMC} with Amortized Approximate Ratio Estimators},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {4239--4248},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/hermans20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/HermansBL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SabatelliLGW20,
author = {Matthia Sabatelli and
Gilles Louppe and
Pierre Geurts and
Marco A. Wiering},
title = {The Deep Quality-Value Family of Deep Reinforcement Learning Algorithms},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9206677},
doi = {10.1109/IJCNN48605.2020.9206677},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SabatelliLGW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bnaic/2019s,
editor = {Bart Bogaerts and
Gianluca Bontempi and
Pierre Geurts and
Nick Harley and
Bertrand Lebichot and
Tom Lenaerts and
Gilles Louppe},
title = {Artificial Intelligence and Machine Learning - 31st Benelux {AI} Conference,
{BNAIC} 2019, and 28th Belgian-Dutch Machine Learning Conference,
{BENELEARN} 2019, Brussels, Belgium, November 6-8, 2019, Revised Selected
Papers},
series = {Communications in Computer and Information Science},
volume = {1196},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-65154-1},
doi = {10.1007/978-3-030-65154-1},
isbn = {978-3-030-65153-4},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bnaic/2019s.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-00866,
author = {Antoine Wehenkel and
Gilles Louppe},
title = {You say Normalizing Flows {I} see Bayesian Networks},
journal = {CoRR},
volume = {abs/2006.00866},
year = {2020},
url = {https://arxiv.org/abs/2006.00866},
eprinttype = {arXiv},
eprint = {2006.00866},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-00866.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-02548,
author = {Antoine Wehenkel and
Gilles Louppe},
title = {Graphical Normalizing Flows},
journal = {CoRR},
volume = {abs/2006.02548},
year = {2020},
url = {https://arxiv.org/abs/2006.02548},
eprinttype = {arXiv},
eprint = {2006.02548},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-02548.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-12931,
author = {Arnaud Delaunoy and
Antoine Wehenkel and
Tanja Hinderer and
Samaya Nissanke and
Christoph Weniger and
Andrew R. Williamson and
Gilles Louppe},
title = {Lightning-Fast Gravitational Wave Parameter Inference through Neural
Amortization},
journal = {CoRR},
volume = {abs/2010.12931},
year = {2020},
url = {https://arxiv.org/abs/2010.12931},
eprinttype = {arXiv},
eprint = {2010.12931},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-12931.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-05836,
author = {Maxime Vandegar and
Michael Kagan and
Antoine Wehenkel and
Gilles Louppe},
title = {Neural Empirical Bayes: Source Distribution Estimation and its Applications
to Simulation-Based Inference},
journal = {CoRR},
volume = {abs/2011.05836},
year = {2020},
url = {https://arxiv.org/abs/2011.05836},
eprinttype = {arXiv},
eprint = {2011.05836},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-05836.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-13951,
author = {Benjamin Kurt Miller and
Alex Cole and
Gilles Louppe and
Christoph Weniger},
title = {Simulation-efficient marginal posterior estimation with swyft: stop
wasting your precious time},
journal = {CoRR},
volume = {abs/2011.13951},
year = {2020},
url = {https://arxiv.org/abs/2011.13951},
eprinttype = {arXiv},
eprint = {2011.13951},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-13951.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-12062,
author = {Pascal Leroy and
Damien Ernst and
Pierre Geurts and
Gilles Louppe and
Jonathan Pisane and
Matthia Sabatelli},
title = {QVMix and QVMix-Max: Extending the Deep Quality-Value Family of Algorithms
to Cooperative Multi-Agent Reinforcement Learning},
journal = {CoRR},
volume = {abs/2012.12062},
year = {2020},
url = {https://arxiv.org/abs/2012.12062},
eprinttype = {arXiv},
eprint = {2012.12062},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-12062.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LouppeHC19,
author = {Gilles Louppe and
Joeri Hermans and
Kyle Cranmer},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Adversarial Variational Optimization of Non-Differentiable Simulators},
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 = {1438--1447},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/louppe19a.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LouppeHC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bnaic/LouppeHC19,
author = {Gilles Louppe and
Joeri Hermans and
Kyle Cranmer},
editor = {Katrien Beuls and
Bart Bogaerts and
Gianluca Bontempi and
Pierre Geurts and
Nick Harley and
Bertrand Lebichot and
Tom Lenaerts and
Gilles Louppe and
Paul Van Eecke},
title = {Adversarial Variational Optimization of Non-Differentiable Simulators},
booktitle = {Proceedings of the 31st Benelux Conference on Artificial Intelligence
{(BNAIC} 2019) and the 28th Belgian Dutch Conference on Machine Learning
(Benelearn 2019), Brussels, Belgium, November 6-8, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2491},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2491/abstract77.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:44 +0100},
biburl = {https://dblp.org/rec/conf/bnaic/LouppeHC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bnaic/SabatelliLGW19,
author = {Matthia Sabatelli and
Gilles Louppe and
Pierre Geurts and
Marco A. Wiering},
editor = {Katrien Beuls and
Bart Bogaerts and
Gianluca Bontempi and
Pierre Geurts and
Nick Harley and
Bertrand Lebichot and
Tom Lenaerts and
Gilles Louppe and
Paul Van Eecke},
title = {Deep Quality-Value {(DQV)} Learning},
booktitle = {Proceedings of the 31st Benelux Conference on Artificial Intelligence
{(BNAIC} 2019) and the 28th Belgian Dutch Conference on Machine Learning
(Benelearn 2019), Brussels, Belgium, November 6-8, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2491},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2491/abstract2.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bnaic/SabatelliLGW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bnaic/WehenkelL19,
author = {Antoine Wehenkel and
Gilles Louppe},
editor = {Katrien Beuls and
Bart Bogaerts and
Gianluca Bontempi and
Pierre Geurts and
Nick Harley and
Bertrand Lebichot and
Tom Lenaerts and
Gilles Louppe and
Paul Van Eecke},
title = {Unconstrained Monotonic Neural Networks},
booktitle = {Proceedings of the 31st Benelux Conference on Artificial Intelligence
{(BNAIC} 2019) and the 28th Belgian Dutch Conference on Machine Learning
(Benelearn 2019), Brussels, Belgium, November 6-8, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2491},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2491/abstract54.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bnaic/WehenkelL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WehenkelL19,
author = {Antoine Wehenkel and
Gilles Louppe},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Unconstrained Monotonic Neural Networks},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {1543--1553},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/2a084e55c87b1ebcdaad1f62fdbbac8e-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WehenkelL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BaydinSBHNM0GLM19,
author = {Atilim Gunes Baydin and
Lei Shao and
Wahid Bhimji and
Lukas Heinrich and
Saeid Naderiparizi and
Andreas Munk and
Jialin Liu and
Bradley Gram{-}Hansen and
Gilles Louppe and
Lawrence Meadows and
Philip H. S. Torr and
Victor W. Lee and
Kyle Cranmer and
Prabhat and
Frank Wood},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Efficient Probabilistic Inference in the Quest for Physics Beyond
the Standard Model},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {5460--5473},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/6d19c113404cee55b4036fce1a37c058-Abstract.html},
timestamp = {Tue, 25 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/BaydinSBHNM0GLM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sc/BaydinSBHM0MNGL19,
author = {Atilim G{\"{u}}nes Baydin and
Lei Shao and
Wahid Bhimji and
Lukas Heinrich and
Lawrence Meadows and
Jialin Liu and
Andreas Munk and
Saeid Naderiparizi and
Bradley Gram{-}Hansen and
Gilles Louppe and
Mingfei Ma and
Xiaohui Zhao and
Philip H. S. Torr and
Victor W. Lee and
Kyle Cranmer and
Prabhat and
Frank Wood},
editor = {Michela Taufer and
Pavan Balaji and
Antonio J. Pe{\~{n}}a},
title = {Etalumis: bringing probabilistic programming to scientific simulators
at scale},
booktitle = {Proceedings of the International Conference for High Performance Computing,
Networking, Storage and Analysis, {SC} 2019, Denver, Colorado, USA,
November 17-19, 2019},
pages = {29:1--29:24},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3295500.3356180},
doi = {10.1145/3295500.3356180},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sc/BaydinSBHM0MNGL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/bnaic/2019,
editor = {Katrien Beuls and
Bart Bogaerts and
Gianluca Bontempi and
Pierre Geurts and
Nick Harley and
Bertrand Lebichot and
Tom Lenaerts and
Gilles Louppe and
Paul Van Eecke},
title = {Proceedings of the 31st Benelux Conference on Artificial Intelligence
{(BNAIC} 2019) and the 28th Belgian Dutch Conference on Machine Learning
(Benelearn 2019), Brussels, Belgium, November 6-8, 2019},
series = {{CEUR} Workshop Proceedings},
volume = {2491},
publisher = {CEUR-WS.org},
year = {2019},
url = {https://ceur-ws.org/Vol-2491},
urn = {urn:nbn:de:0074-2491-5},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bnaic/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-04057,
author = {Joeri Hermans and
Volodimir Begy and
Gilles Louppe},
title = {Likelihood-free {MCMC} with Approximate Likelihood Ratios},
journal = {CoRR},
volume = {abs/1903.04057},
year = {2019},
url = {http://arxiv.org/abs/1903.04057},
eprinttype = {arXiv},
eprint = {1903.04057},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-04057.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-03382,
author = {Atilim G{\"{u}}nes Baydin and
Lei Shao and
Wahid Bhimji and
Lukas Heinrich and
Lawrence Meadows and
Jialin Liu and
Andreas Munk and
Saeid Naderiparizi and
Bradley Gram{-}Hansen and
Gilles Louppe and
Mingfei Ma and
Xiaohui Zhao and
Philip H. S. Torr and
Victor W. Lee and
Kyle Cranmer and
Prabhat and
Frank Wood},
title = {Etalumis: Bringing Probabilistic Programming to Scientific Simulators
at Scale},
journal = {CoRR},
volume = {abs/1907.03382},
year = {2019},
url = {http://arxiv.org/abs/1907.03382},
eprinttype = {arXiv},
eprint = {1907.03382},
timestamp = {Tue, 25 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-03382.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-05164,
author = {Antoine Wehenkel and
Gilles Louppe},
title = {Unconstrained Monotonic Neural Networks},
journal = {CoRR},
volume = {abs/1908.05164},
year = {2019},
url = {http://arxiv.org/abs/1908.05164},
eprinttype = {arXiv},
eprint = {1908.05164},
timestamp = {Mon, 19 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-05164.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-01779,
author = {Matthia Sabatelli and
Gilles Louppe and
Pierre Geurts and
Marco A. Wiering},
title = {Approximating two value functions instead of one: towards characterizing
a new family of Deep Reinforcement Learning algorithms},
journal = {CoRR},
volume = {abs/1909.01779},
year = {2019},
url = {http://arxiv.org/abs/1909.01779},
eprinttype = {arXiv},
eprint = {1909.01779},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-01779.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-01429,
author = {Kyle Cranmer and
Johann Brehmer and
Gilles Louppe},
title = {The frontier of simulation-based inference},
journal = {CoRR},
volume = {abs/1911.01429},
year = {2019},
url = {http://arxiv.org/abs/1911.01429},
eprinttype = {arXiv},
eprint = {1911.01429},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-01429.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SuteraCLWG18,
author = {Antonio Sutera and
C{\'{e}}lia Ch{\^{a}}tel and
Gilles Louppe and
Louis Wehenkel and
Pierre Geurts},
editor = {Amos J. Storkey and
Fernando P{\'{e}}rez{-}Cruz},
title = {Random Subspace with Trees for Feature Selection Under Memory Constraints},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands,
Spain},
series = {Proceedings of Machine Learning Research},
volume = {84},
pages = {929--937},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v84/sutera18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:22 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SuteraCLWG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-08469,
author = {Joeri Hermans and
Gilles Louppe},
title = {Gradient Energy Matching for Distributed Asynchronous Gradient Descent},
journal = {CoRR},
volume = {abs/1805.08469},
year = {2018},
url = {http://arxiv.org/abs/1805.08469},
eprinttype = {arXiv},
eprint = {1805.08469},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-08469.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-12244,
author = {Johann Brehmer and
Gilles Louppe and
Juan Pavez and
Kyle Cranmer},
title = {Mining gold from implicit models to improve likelihood-free inference},
journal = {CoRR},
volume = {abs/1805.12244},
year = {2018},
url = {http://arxiv.org/abs/1805.12244},
eprinttype = {arXiv},
eprint = {1805.12244},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-12244.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-02876,
author = {Kim Albertsson and
Piero Altoe and
Dustin Anderson and
Michael Andrews and
Juan Pedro Araque Espinosa and
Adam Aurisano and
Laurent Basara and
Adrian Bevan and
Wahid Bhimji and
Daniele Bonacorsi and
Paolo Calafiura and
Mario Campanelli and
Louis Capps and
Federico Carminati and
Stefano Carrazza and
Taylor Childers and
Elias Coniavitis and
Kyle Cranmer and
Claire David and
Douglas Davis and
Javier M. Duarte and
Martin Erdmann and
Jonas Eschle and
Amir Farbin and
Matthew Feickert and
Nuno Filipe Castro and
Conor Fitzpatrick and
Michele Floris and
Alessandra Forti and
Jordi Garra{-}Tico and
Jochen Gemmler and
Maria Girone and
Paul Glaysher and
Sergei Gleyzer and
Vladimir V. Gligorov and
Tobias Golling and
Jonas Graw and
Lindsey Gray and
Dick Greenwood and
Thomas Hacker and
John Harvey and
Benedikt Hegner and
Lukas Heinrich and
Ben Hooberman and
Johannes Junggeburth and
Michael Kagan and
Meghan Kane and
Konstantin Kanishchev and
Przemyslaw Karpinski and
Zahari Kassabov and
Gaurav Kaul and
Dorian Kcira and
Thomas Keck and
Alexei Klimentov and
Jim Kowalkowski and
Luke Kreczko and
Alexander Kurepin and
Rob Kutschke and
Valentin Kuznetsov and
Nicolas K{\"{o}}hler and
Igor Lakomov and
Kevin Lannon and
Mario Lassnig and
Antonio Limosani and
Gilles Louppe and
Aashrita Mangu and
Pere Mato and
Narain Meenakshi and
Helge Meinhard and
Dario Menasce and
Lorenzo Moneta and
Seth Moortgat and
Mark S. Neubauer and
Harvey B. Newman and
Hans Pabst and
Michela Paganini and
Manfred Paulini and
Gabriel N. Perdue and
Uzziel Perez and
Attilio Picazio and
Jim Pivarski and
Harrison Prosper and
Fernanda Psihas and
Alexander Radovic and
Ryan Reece and
Aurelius Rinkevicius and
Eduardo Rodrigues and
Jamal Rorie and
David Rousseau and
Aaron Sauers and
Steven Schramm and
Ariel Schwartzman and
Horst Severini and
Paul Seyfert and
Filip Siroky and
Konstantin Skazytkin and
Mike Sokoloff and
Graeme Andrew Stewart and
Bob Stienen and
Ian Stockdale and
Giles Chatham Strong and
Savannah Thais and
Karen Tomko and
Eli Upfal and
Emanuele Usai and
Andrey Ustyuzhanin and
Martin Vala and
Sofia Vallecorsa and
Mauro Verzetti and
Xavier Vilas{\'{\i}}s{-}Cardona and
Jean{-}Roch Vlimant and
Ilija Vukotic and
Sean{-}Jiun Wang and
Gordon Watts and
Michael Williams and
Wenjing Wu and
Stefan Wunsch and
Omar Zapata},
title = {Machine Learning in High Energy Physics Community White Paper},
journal = {CoRR},
volume = {abs/1807.02876},
year = {2018},
url = {http://arxiv.org/abs/1807.02876},
eprinttype = {arXiv},
eprint = {1807.02876},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-02876.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-07706,
author = {Atilim Gunes Baydin and
Lukas Heinrich and
Wahid Bhimji and
Bradley Gram{-}Hansen and
Gilles Louppe and
Lei Shao and
Prabhat and
Kyle Cranmer and
Frank D. Wood},
title = {Efficient Probabilistic Inference in the Quest for Physics Beyond
the Standard Model},
journal = {CoRR},
volume = {abs/1807.07706},
year = {2018},
url = {http://arxiv.org/abs/1807.07706},
eprinttype = {arXiv},
eprint = {1807.07706},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-07706.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-00973,
author = {Markus Stoye and
Johann Brehmer and
Gilles Louppe and
Juan Pavez and
Kyle Cranmer},
title = {Likelihood-free inference with an improved cross-entropy estimator},
journal = {CoRR},
volume = {abs/1808.00973},
year = {2018},
url = {http://arxiv.org/abs/1808.00973},
eprinttype = {arXiv},
eprint = {1808.00973},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-00973.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-00368,
author = {Matthia Sabatelli and
Gilles Louppe and
Pierre Geurts and
Marco A. Wiering},
title = {Deep Quality-Value {(DQV)} Learning},
journal = {CoRR},
volume = {abs/1810.00368},
year = {2018},
url = {http://arxiv.org/abs/1810.00368},
eprinttype = {arXiv},
eprint = {1810.00368},
timestamp = {Thu, 01 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-00368.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-12932,
author = {Arthur Pesah and
Antoine Wehenkel and
Gilles Louppe},
title = {Recurrent machines for likelihood-free inference},
journal = {CoRR},
volume = {abs/1811.12932},
year = {2018},
url = {http://arxiv.org/abs/1811.12932},
eprinttype = {arXiv},
eprint = {1811.12932},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-12932.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LouppeKC17,
author = {Gilles Louppe and
Michael Kagan and
Kyle Cranmer},
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 = {Learning to Pivot with Adversarial Networks},
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 = {981--990},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/48ab2f9b45957ab574cf005eb8a76760-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/LouppeKC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LouppeC17,
author = {Gilles Louppe and
Kyle Cranmer},
title = {Adversarial Variational Optimization of Non-Differentiable Simulators},
journal = {CoRR},
volume = {abs/1707.07113},
year = {2017},
url = {http://arxiv.org/abs/1707.07113},
eprinttype = {arXiv},
eprint = {1707.07113},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LouppeC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-01177,
author = {Antonio Sutera and
C{\'{e}}lia Ch{\^{a}}tel and
Gilles Louppe and
Louis Wehenkel and
Pierre Geurts},
title = {Random Subspace with Trees for Feature Selection Under Memory Constraints},
journal = {CoRR},
volume = {abs/1709.01177},
year = {2017},
url = {http://arxiv.org/abs/1709.01177},
eprinttype = {arXiv},
eprint = {1709.01177},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-01177.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-07901,
author = {Mario Lezcano Casado and
Atilim Gunes Baydin and
David Mart{\'{\i}}nez{-}Rubio and
Tuan Anh Le and
Frank D. Wood and
Lukas Heinrich and
Gilles Louppe and
Kyle Cranmer and
Karen Ng and
Wahid Bhimji and
Prabhat},
title = {Improvements to Inference Compilation for Probabilistic Programming
in Large-Scale Scientific Simulators},
journal = {CoRR},
volume = {abs/1712.07901},
year = {2017},
url = {http://arxiv.org/abs/1712.07901},
eprinttype = {arXiv},
eprint = {1712.07901},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-07901.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/MareeRSHLVBKGW16,
author = {Rapha{\"{e}}l Mar{\'{e}}e and
Loic Rollus and
Benjamin Stevens and
Renaud Hoyoux and
Gilles Louppe and
Remy Vandaele and
Jean{-}Michel Begon and
Philipp Kainz and
Pierre Geurts and
Louis Wehenkel},
title = {Collaborative analysis of multi-gigapixel imaging data using Cytomine},
journal = {Bioinform.},
volume = {32},
number = {9},
pages = {1395--1401},
year = {2016},
url = {https://doi.org/10.1093/bioinformatics/btw013},
doi = {10.1093/BIOINFORMATICS/BTW013},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/MareeRSHLVBKGW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jossw/LouppeCP16,
author = {Gilles Louppe and
Kyle Cranmer and
Juan Pavez},
title = {carl: a likelihood-free inference toolbox},
journal = {J. Open Source Softw.},
volume = {1},
number = {1},
pages = {11},
year = {2016},
url = {https://doi.org/10.21105/joss.00011},
doi = {10.21105/JOSS.00011},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jossw/LouppeCP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kesw/LouppeASM16,
author = {Gilles Louppe and
Hussein T. Al{-}Natsheh and
Mateusz Susik and
Eamonn James Maguire},
editor = {Axel{-}Cyrille Ngonga Ngomo and
Petr Kremen},
title = {Ethnicity Sensitive Author Disambiguation Using Semi-supervised Learning},
booktitle = {Knowledge Engineering and Semantic Web - 7th International Conference,
{KESW} 2016, Prague, Czech Republic, September 21-23, 2016, Proceedings},
series = {Communications in Computer and Information Science},
volume = {649},
pages = {272--287},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-45880-9\_21},
doi = {10.1007/978-3-319-45880-9\_21},
timestamp = {Mon, 26 Jun 2023 20:49:00 +0200},
biburl = {https://dblp.org/rec/conf/kesw/LouppeASM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/SuteraLHWG16,
author = {Antonio Sutera and
Gilles Louppe and
V{\^{a}}n Anh Huynh{-}Thu and
Louis Wehenkel and
Pierre Geurts},
editor = {Alexander Ihler and
Dominik Janzing},
title = {Context-dependent feature analysis with random forests},
booktitle = {Proceedings of the Thirty-Second Conference on Uncertainty in Artificial
Intelligence, {UAI} 2016, June 25-29, 2016, New York City, NY, {USA}},
publisher = {{AUAI} Press},
year = {2016},
url = {http://auai.org/uai2016/proceedings/papers/253.pdf},
timestamp = {Mon, 05 Dec 2022 15:54:38 +0100},
biburl = {https://dblp.org/rec/conf/uai/SuteraLHWG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vissym/MaguireML16,
author = {Eamonn Maguire and
Javier Martin Montull and
Gilles Louppe},
editor = {Enrico Bertini and
Niklas Elmqvist and
Thomas Wischgoll},
title = {Visualization of Publication Impact},
booktitle = {18th Eurographics Conference on Visualization, EuroVis 2016 - Short
Papers, Groningen, The Netherlands, June 6-10, 2016},
pages = {103--107},
publisher = {Eurographics Association},
year = {2016},
url = {https://doi.org/10.2312/eurovisshort.20161169},
doi = {10.2312/EUROVISSHORT.20161169},
timestamp = {Wed, 01 Jul 2020 13:32:37 +0200},
biburl = {https://dblp.org/rec/conf/vissym/MaguireML16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SuteraLHWG16,
author = {Antonio Sutera and
Gilles Louppe and
V{\^{a}}n Anh Huynh{-}Thu and
Louis Wehenkel and
Pierre Geurts},
title = {Context-dependent feature analysis with random forests},
journal = {CoRR},
volume = {abs/1605.03848},
year = {2016},
url = {http://arxiv.org/abs/1605.03848},
eprinttype = {arXiv},
eprint = {1605.03848},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SuteraLHWG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MaguireML16,
author = {Eamonn James Maguire and
Javier Martin Montull and
Gilles Louppe},
title = {Visualization of Publication Impact},
journal = {CoRR},
volume = {abs/1605.06242},
year = {2016},
url = {http://arxiv.org/abs/1605.06242},
eprinttype = {arXiv},
eprint = {1605.06242},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MaguireML16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LouppeKC16,
author = {Gilles Louppe and
Michael Kagan and
Kyle Cranmer},
title = {Learning to Pivot with Adversarial Networks},
journal = {CoRR},
volume = {abs/1611.01046},
year = {2016},
url = {http://arxiv.org/abs/1611.01046},
eprinttype = {arXiv},
eprint = {1611.01046},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LouppeKC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigmobile/VaroquauxBLGPM15,
author = {Ga{\"{e}}l Varoquaux and
Lars Buitinck and
Gilles Louppe and
Olivier Grisel and
Fabian Pedregosa and
Andreas Mueller},
title = {Scikit-learn: Machine Learning Without Learning the Machinery},
journal = {GetMobile Mob. Comput. Commun.},
volume = {19},
number = {1},
pages = {29--33},
year = {2015},
url = {https://doi.org/10.1145/2786984.2786995},
doi = {10.1145/2786984.2786995},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigmobile/VaroquauxBLGPM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LouppeASM15,
author = {Gilles Louppe and
Hussein T. Al{-}Natsheh and
Mateusz Susik and
Eamonn James Maguire},
title = {Ethnicity sensitive author disambiguation using semi-supervised learning},
journal = {CoRR},
volume = {abs/1508.07744},
year = {2015},
url = {http://arxiv.org/abs/1508.07744},
eprinttype = {arXiv},
eprint = {1508.07744},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LouppeASM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/be/Louppe14,
author = {Gilles Louppe},
title = {Understanding Random Forests: From Theory to Practice},
school = {University of Li{\`{e}}ge, Belgium},
year = {2014},
url = {https://orbi.uliege.be/handle/2268/170309},
timestamp = {Mon, 31 Oct 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/be/Louppe14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/SuteraJFQLEG14,
author = {Antonio Sutera and
Arnaud Joly and
Vincent Fran{\c{c}}ois{-}Lavet and
Zixiao Aaron Qiu and
Gilles Louppe and
Damien Ernst and
Pierre Geurts},
title = {Simple Connectome Inference from Partial Correlation Statistics in
Calcium Imaging},
booktitle = {Proceedings of the Neural Connectomics Workshop at {ECML} 2014, Porto,
Portugal, September 7, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {46},
pages = {23--34},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v46/sutera15.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/ecml/SuteraJFQLEG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/MareeRSLCRBCW14,
author = {Rapha{\"{e}}l Mar{\'{e}}e and
Loic Rollus and
Benjamin Stevens and
Gilles Louppe and
Olivier Caubo and
Natacha Rocks and
Sandrine Bekaert and
Didier Cataldo and
Louis Wehenkel},
title = {A hybrid human-computer approach for large-scale image-based measurements
using web services and machine learning},
booktitle = {{IEEE} 11th International Symposium on Biomedical Imaging, {ISBI}
2014, April 29 - May 2, 2014, Beijing, Chin, Beijing, China},
pages = {902--906},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ISBI.2014.6868017},
doi = {10.1109/ISBI.2014.6868017},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/MareeRSLCRBCW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SuteraJFQLEG14,
author = {Antonio Sutera and
Arnaud Joly and
Vincent Fran{\c{c}}ois{-}Lavet and
Zixiao Aaron Qiu and
Gilles Louppe and
Damien Ernst and
Pierre Geurts},
title = {Simple connectome inference from partial correlation statistics in
calcium imaging},
journal = {CoRR},
volume = {abs/1406.7865},
year = {2014},
url = {http://arxiv.org/abs/1406.7865},
eprinttype = {arXiv},
eprint = {1406.7865},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SuteraJFQLEG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LouppeWSG13,
author = {Gilles Louppe and
Louis Wehenkel and
Antonio Sutera and
Pierre Geurts},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Understanding variable importances in forests of randomized trees},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {431--439},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/e3796ae838835da0b6f6ea37bcf8bcb7-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LouppeWSG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BuitinckLBPMGNPGGLVJHV13,
author = {Lars Buitinck and
Gilles Louppe and
Mathieu Blondel and
Fabian Pedregosa and
Andreas Mueller and
Olivier Grisel and
Vlad Niculae and
Peter Prettenhofer and
Alexandre Gramfort and
Jaques Grobler and
Robert Layton and
Jake VanderPlas and
Arnaud Joly and
Brian Holt and
Ga{\"{e}}l Varoquaux},
title = {{API} design for machine learning software: experiences from the scikit-learn
project},
journal = {CoRR},
volume = {abs/1309.0238},
year = {2013},
url = {http://arxiv.org/abs/1309.0238},
eprinttype = {arXiv},
eprint = {1309.0238},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BuitinckLBPMGNPGGLVJHV13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LouppeG12,
author = {Gilles Louppe and
Pierre Geurts},
editor = {Peter A. Flach and
Tijl De Bie and
Nello Cristianini},
title = {Ensembles on Random Patches},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7523},
pages = {346--361},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33460-3\_28},
doi = {10.1007/978-3-642-33460-3\_28},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LouppeG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GeurtsL11,
author = {Pierre Geurts and
Gilles Louppe},
editor = {Olivier Chapelle and
Yi Chang and
Tie{-}Yan Liu},
title = {Learning to rank with extremely randomized trees},
booktitle = {Proceedings of the Yahoo! Learning to Rank Challenge, held at {ICML}
2010, Haifa, Israel, June 25, 2010},
series = {{JMLR} Proceedings},
volume = {14},
pages = {49--61},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v14/geurts11a.html},
timestamp = {Thu, 13 Aug 2020 18:13:40 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GeurtsL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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