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ORCIDBibTeX records: Ludovic Dos Santos
@article{DBLP:journals/corr/abs-2402-13654,
author = {Paul Daoudi and
Bojan Mavkov and
Bogdan Robu and
Christophe Prieur and
Emmanuel Witrant and
Merwan Barlier and
Ludovic Dos Santos},
title = {Improving a Proportional Integral Controller with Reinforcement Learning
on a Throttle Valve Benchmark},
journal = {CoRR},
volume = {abs/2402.13654},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.13654},
doi = {10.48550/ARXIV.2402.13654},
eprinttype = {arXiv},
eprint = {2402.13654},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-13654.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13930,
author = {Paul Daoudi and
Bogdan Robu and
Christophe Prieur and
Ludovic Dos Santos and
Merwan Barlier},
title = {Enhancing Reinforcement Learning Agents with Local Guides},
journal = {CoRR},
volume = {abs/2402.13930},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.13930},
doi = {10.48550/ARXIV.2402.13930},
eprinttype = {arXiv},
eprint = {2402.13930},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-13930.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/DaoudiR0SB23,
author = {Paul Daoudi and
Bogdan Robu and
Christophe Prieur and
Ludovic Dos Santos and
Merwan Barlier},
editor = {Noa Agmon and
Bo An and
Alessandro Ricci and
William Yeoh},
title = {Enhancing Reinforcement Learning Agents with Local Guides},
booktitle = {Proceedings of the 2023 International Conference on Autonomous Agents
and Multiagent Systems, {AAMAS} 2023, London, United Kingdom, 29 May
2023 - 2 June 2023},
pages = {829--838},
publisher = {{ACM}},
year = {2023},
url = {https://dl.acm.org/doi/10.5555/3545946.3598718},
doi = {10.5555/3545946.3598718},
timestamp = {Tue, 23 May 2023 14:27:14 +0200},
biburl = {https://dblp.org/rec/conf/atal/DaoudiR0SB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FranceschiGSIBC23,
author = {Jean{-}Yves Franceschi and
Mike Gartrell and
Ludovic Dos Santos and
Thibaut Issenhuth and
Emmanuel de B{\'{e}}zenac and
Micka{\"{e}}l Chen and
Alain Rakotomamonjy},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Unifying GANs and Score-Based Diffusion as Generative Particle Models},
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/bbc461518c59a2a8d64e70e2c38c4a0e-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/FranceschiGSIBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16150,
author = {Jean{-}Yves Franceschi and
Mike Gartrell and
Ludovic Dos Santos and
Thibaut Issenhuth and
Emmanuel de B{\'{e}}zenac and
Micka{\"{e}}l Chen and
Alain Rakotomamonjy},
title = {Unifying GANs and Score-Based Diffusion as Generative Particle Models},
journal = {CoRR},
volume = {abs/2305.16150},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.16150},
doi = {10.48550/ARXIV.2305.16150},
eprinttype = {arXiv},
eprint = {2305.16150},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-16150.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-11507,
author = {Veronika Shilova and
Ludovic Dos Santos and
Flavian Vasile and
Ga{\"{e}}tan Racic and
Ugo Tanielian},
title = {AdBooster: Personalized Ad Creative Generation using Stable Diffusion
Outpainting},
journal = {CoRR},
volume = {abs/2309.11507},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.11507},
doi = {10.48550/ARXIV.2309.11507},
eprinttype = {arXiv},
eprint = {2309.11507},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-11507.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-15474,
author = {Paul Daoudi and
Christophe Prieur and
Bogdan Robu and
Merwan Barlier and
Ludovic Dos Santos},
title = {A Trust Region Approach for Few-Shot Sim-to-Real Reinforcement Learning},
journal = {CoRR},
volume = {abs/2312.15474},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.15474},
doi = {10.48550/ARXIV.2312.15474},
eprinttype = {arXiv},
eprint = {2312.15474},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-15474.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ScamanMS22,
author = {Kevin Scaman and
C{\'{e}}dric Malherbe and
Ludovic Dos Santos},
editor = {Kamalika Chaudhuri and
Stefanie Jegelka and
Le Song and
Csaba Szepesv{\'{a}}ri and
Gang Niu and
Sivan Sabato},
title = {Convergence Rates of Non-Convex Stochastic Gradient Descent Under
a Generic Lojasiewicz Condition and Local Smoothness},
booktitle = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
2022, Baltimore, Maryland, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {162},
pages = {19310--19327},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v162/scaman22a.html},
timestamp = {Tue, 12 Jul 2022 17:36:52 +0200},
biburl = {https://dblp.org/rec/conf/icml/ScamanMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecoc/KamelHGSKFC21,
author = {Sarah Kamel and
Hartmut Hafermann and
Dylan Le Gac and
Ludovic Dos Santos and
Bal{\'{a}}zs K{\'{e}}gl and
Yann Frignac and
Gabriel Charlet},
title = {{OSNR} prediction for optical links via learned noise figures},
booktitle = {European Conference on Optical Communication, {ECOC} 2021, Bordeaux,
France, September 13-16, 2021},
pages = {1--4},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ECOC52684.2021.9605932},
doi = {10.1109/ECOC52684.2021.9605932},
timestamp = {Wed, 01 Dec 2021 17:46:03 +0100},
biburl = {https://dblp.org/rec/conf/ecoc/KamelHGSKFC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/DasoulasSSV20,
author = {George Dasoulas and
Ludovic Dos Santos and
Kevin Scaman and
Aladin Virmaux},
editor = {Christian Bessiere},
title = {Coloring Graph Neural Networks for Node Disambiguation},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {2126--2132},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/294},
doi = {10.24963/IJCAI.2020/294},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/DasoulasSSV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ScamanSBC20,
author = {Kevin Scaman and
Ludovic Dos Santos and
Merwan Barlier and
Igor Colin},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {A Simple and Efficient Smoothing Method for Faster Optimization and
Local Exploration},
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/481d462e46c2ab976294271a175b8929-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ScamanSBC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ColinSS19,
author = {Igor Colin and
Ludovic Dos Santos and
Kevin Scaman},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Theoretical Limits of Pipeline Parallel Optimization and Application
to Distributed Deep Learning},
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 = {12350--12359},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/f29e2360ef277f77595dfae0aab78138-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ColinSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-05104,
author = {Igor Colin and
Ludovic Dos Santos and
Kevin Scaman},
title = {Theoretical Limits of Pipeline Parallel Optimization and Application
to Distributed Deep Learning},
journal = {CoRR},
volume = {abs/1910.05104},
year = {2019},
url = {http://arxiv.org/abs/1910.05104},
eprinttype = {arXiv},
eprint = {1910.05104},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-05104.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-06058,
author = {George Dasoulas and
Ludovic Dos Santos and
Kevin Scaman and
Aladin Virmaux},
title = {Coloring graph neural networks for node disambiguation},
journal = {CoRR},
volume = {abs/1912.06058},
year = {2019},
url = {http://arxiv.org/abs/1912.06058},
eprinttype = {arXiv},
eprint = {1912.06058},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-06058.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SantosPDG18,
author = {Ludovic Dos Santos and
Benjamin Piwowarski and
Ludovic Denoyer and
Patrick Gallinari},
title = {Representation Learning for Classification in Heterogeneous Graphs
with Application to Social Networks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {12},
number = {5},
pages = {62:1--62:33},
year = {2018},
url = {https://doi.org/10.1145/3201603},
doi = {10.1145/3201603},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/SantosPDG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Santos17a,
author = {Ludovic Dos Santos},
title = {Representation learning for relational data. (Apprentissage de repr{\'{e}}sentations
pour les donn{\'{e}}es relationnelles)},
school = {Pierre and Marie Curie University, Paris, France},
year = {2017},
url = {https://tel.archives-ouvertes.fr/tel-01803188},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/hal/Santos17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/SantosPG17,
author = {Ludovic Dos Santos and
Benjamin Piwowarski and
Patrick Gallinari},
editor = {Noriko Kando and
Tetsuya Sakai and
Hideo Joho and
Hang Li and
Arjen P. de Vries and
Ryen W. White},
title = {Gaussian Embeddings for Collaborative Filtering},
booktitle = {Proceedings of the 40th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, Shinjuku, Tokyo,
Japan, August 7-11, 2017},
pages = {1065--1068},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3077136.3080722},
doi = {10.1145/3077136.3080722},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/SantosPG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SantosPG16,
author = {Ludovic Dos Santos and
Benjamin Piwowarski and
Patrick Gallinari},
editor = {Paolo Frasconi and
Niels Landwehr and
Giuseppe Manco and
Jilles Vreeken},
title = {Multilabel Classification on Heterogeneous Graphs with Gaussian Embeddings},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9852},
pages = {606--622},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46227-1\_38},
doi = {10.1007/978-3-319-46227-1\_38},
timestamp = {Thu, 05 Dec 2019 17:07:16 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SantosPG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/SantosPG15,
author = {Ludovic Dos Santos and
Benjamin Piwowarski and
Patrick Gallinari},
editor = {Linda Cappellato and
Nicola Ferro and
Gareth J. F. Jones and
Eric SanJuan},
title = {Graph Based Method Approach to the ImageCLEF2015 Task1 - Image Annotation},
booktitle = {Working Notes of {CLEF} 2015 - Conference and Labs of the Evaluation
forum, Toulouse, France, September 8-11, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1391},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1391/159-CR.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:42 +0100},
biburl = {https://dblp.org/rec/conf/clef/SantosPG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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