@inproceedings{lebronnec,
title = {Exploring Precision and Recall to assess the quality and diversity of LLMs},
author = {Le Bronnec, Florian and Verine, Alexandre and Negrevergne, Benjamin and Chevaleyre, Yann and Allauzen, Alexandre},
booktitle = {Annual Meeting of the Association for Computational Linguistics (ACL)},
year = {2024},
url = {https://arxiv.org/abs/2402.10693}
}
@inproceedings{verine2024aistats,
title = {Optimal Budgeted Rejection Sampling for Generative Models},
author = {Verine, Alexandre and Negrevergne, Benjamin and Pydi, Muni and Chevaleyre, Yann},
booktitle = {AIStats},
year = {2024},
url = {https://arxiv.org/abs/2311.00460}
}
@inproceedings{verine2023nfpr,
title = {Precision-Recall Divergence Optimization for Generative Modeling with GANs and Normalizing Flows},
author = {Verine, Alexandre and Negrevergne, Benjamin and Pydi, Muni and Chevaleyre, Yann},
booktitle = {NeurIPS},
year = {2023},
url = {https://arxiv.org/abs/2305.18910}
}
@inproceedings{gnecco2023,
title = {On the Role of Randomization in Adversarially Robust Classification},
author = {Gnecco-Heredia, Lucas and Chevaleyre, Yann and Negrevergne, Benjamin and Meunier, Laurent and Pydi, Muni},
booktitle = {NeurIPS},
year = {2023},
url = {https://arxiv.org/abs/2302.07221}
}
@inproceedings{verine2022exprnf,
title = {On the expressivity of normalizing flows},
author = {Verine, Alexandre and Negrevergne, Benjamin and Rossi, Fabrice and Chevaleyre, Yann},
booktitle = {Asian Conference on Machine Learning},
year = {2022},
url = {https://arxiv.org/abs/2107.07232}
}
@inproceedings{doux2022prl,
title = {Deep Policy Learning for Perfect Rectangle Packing},
author = {Doux, Boris and Tamby, Satya and Negrevergne, Benjamin and Cazenave, Tristan},
booktitle = {Planning and Reinforcement Learning at IJCAI (PRL@IJCAI)},
year = {2021}
}
@inproceedings{doux2021icga,
title = {Deep Reinforcement Learning for Morpion Solitaire},
author = {Doux, Boris and Negrevergne, Benjamin and Cazenave, Tristan},
booktitle = {International Computer Games Association (ICGA).},
year = {2021}
}
@article{verine2021expressivity,
title = {On the expressivity of bi-Lipschitz normalizing flows},
author = {Verine, Alexandre and Negrevergne, Benjamin and Rossi, Fabrice and Chevaleyre, Yann},
journal = {arXiv preprint arXiv:2107.07232},
year = {2021},
url = {https://arxiv.org/abs/2107.07232}
}
@inproceedings{araujo2021lipschitz,
title = {On Lipschitz Regularization of Convolutional Layers using Toeplitz Matrix Theory},
author = {Araujo, Alexandre and Negrevergne, Benjamin and Chevaleyre, Yann and Atif, Jamal},
booktitle = {Thirty-Fifth AAAI Conference on Artificial Intelligence - (AAAI)},
url = {https://arxiv.org/abs/2006.08391},
year = {2021}
}
@inproceedings{araujo2020advocating,
title = {Advocating for Multiple Defense Strategies against Adversarial Examples},
author = {Araujo, Alexandre and Meunier, Laurent and Pinot, Rafael and Negrevergne, Benjamin},
booktitle = {Machine Learning for CyberSecurity - (MLCS@ECML-PKDD)},
url = {https://arxiv.org/abs/2012.02632},
year = {2020}
}
@inproceedings{negrevergne2020mccol,
title = {Monte Carlo Graph Coloring},
author = {Cazenave, Tristan and Negrevergne, Benjamin and Sikora, Florian},
booktitle = {Monte Carlo Search - (MCS@IJCAI)},
year = {2020}
}
@inproceedings{araujo2019expressive,
title = {Understanding and Training Deep Diagonal Circulant Neural Networks},
author = {Araujo, Alexandre and Negrevergne, Benjamin and Chevaleyre, Yann and Atif, Jamal},
booktitle = {The 24th European Conference on Artificial Intelligence - (ECAI)},
year = {2019},
url = {http://ecai2020.eu/papers/628_paper.pdf}
}
@article{negrevergne2019rat,
title = {Robust Neural Networks using Randomized Adversarial Training},
author = {Araujo, Alexandre and Pinot, Rafael and Negrevergne, Benjamin and Meunier, Laurent and Chevaleyre, Yann and Yger, Florian and Atif Jamal},
journal = {arXiv preprint arXiv:1903.10219},
year = 2019,
url = {https://arxiv.org/abs/1903.10219}
}
@inproceedings{negrevergne2018eccv,
title = {Training Compact Deep Learning Models for Video Classification using Circulant Matrices},
author = {Araujo, Alexandre and Negrevergne, Benjamin and Chevaleyre, Yann and Atif, Jamal},
booktitle = {YouTube-8M Large-Scale Video Understanding - (YouTube8M-@ECCV 2018)},
year = 2018,
url = {https://arxiv.org/pdf/1810.01140}
}
@inproceedings{negrevergne2017acml,
title = {RASTA: Recognizing Art Style Automatically with Deep Learning},
author = {Lecoutre, Adrian and Negrevergne, Benjamin and Yger, Florian},
booktitle = {Asian Conference on Machine Learning - (ACML)},
year = 2017,
pdf = {documents/2017_rasta.pdf}
}
@inproceedings{negrevergne2017cgw,
title = {Distributed Nested Rollout Policy for Same Game},
author = {Negrevergne, Benjamin and Cazenave, Tristan},
booktitle = {Computer Games Workshop - (CGW@IJCAI)},
year = 2017,
pdf = {documents/2017_nrpa.pdf}
}
@inproceedings{negrevergne2017mining_rare,
title = {Mining rare sequential patterns with ASP},
author = {Samet, Ahmed and Guyet, Thomas and Negrevergne, Benjamin},
booktitle = {International Conference on Inductive Logic Programming - (ILP)},
year = 2017,
pdf = {https://hal.archives-ouvertes.fr/hal-01569582/document}
}
@incollection{negrevergne2016icon,
author = {Dries, Anton
and Guns, Tias
and Nijssen, Siegfried
and Babaki, Behrouz
and Le Van, Thanh
and Negrevergne, Benjamin
and Paramonov, Sergey
and De Raedt, Luc},
title = {Modeling in MiningZinc},
editor = {Bessiere, Christian
and De Raedt, Luc
and Kotthoff, Lars
and Nijssen, Siegfried
and O'Sullivan, Barry
and Pedreschi, Dino},
booktitle = {Data Mining and Constraint Programming: Foundations of a Cross-Disciplinary Approach},
year = 2016,
publisher = {Springer International Publishing},
address = {Cham},
pages = {257--281},
isbn = {978-3-319-50137-6},
doi = {10.1007/978-3-319-50137-6_10},
url = {http://dx.doi.org/10.1007/978-3-319-50137-6_10}
}
@inproceedings{negrevergne2016hearthstone,
title = {Detecting strategic moves in HearthStone matches},
author = {Doux, Boris and Gautrais, Cl{\'e}ment and Negrevergne, Benjamin},
booktitle = {Machine Learning and Data Mining for Sports Analytics - (MLDMSA@ECML/PKDD)},
year = 2016,
url = {https://hal.archives-ouvertes.fr/hal-01412432},
pdf = {https://hal.archives-ouvertes.fr/hal-01412432/file/hearthstone_paper.pdf}
}
@inproceedings{negrevergne2016declarative,
title = {On declarative modeling of structured pattern mining [In press]},
author = {Guns, Tias and Paramonov, Sergey and Negrevergne, Benjamin},
booktitle = {DeLBP, Workshops at AAAI Conference on Artificial Intelligence},
year = 2016,
url = {https://lirias.kuleuven.be/bitstream/123456789/517223/1/paper.pdf}
}
@inproceedings{negrevergneCPAIOR15,
title = {Constraint-based sequence mining using constraint programming},
author = {Negrevergne, Benjamin and Guns, Tias},
booktitle = {Integration of AI and OR Techniques in Constraint Programming (CPAIOR)},
archiveprefix = {arXiv},
eprint = {1501.01178},
year = {2015}
}
@article{negrevergneKAIS13,
year = {2014},
issn = {0219-1377},
journal = {Knowledge and Information Systems (KAIS)},
doi = {10.1007/s10115-014-0749-8},
title = {PGLCM: efficient parallel mining of closed frequent gradual itemsets},
url = {http://dx.doi.org/10.1007/s10115-014-0749-8},
publisher = {Springer London},
author = {Do, TrongDinhThac and Termier, Alexandre and Laurent, Anne and Negrevergne, Benjamin and Omidvar-Tehrani, Behrooz and Amer-Yahia, Sihem},
pages = {1-31},
language = {English}
}
@inproceedings{negrevergneICDM13,
author = {Benjamin Negrevergne and Anton Dries and Tias Guns and Siegfried Nijssen},
title = {Dominance Programming for Itemset Mining},
booktitle = {International Conference on Data Mining (ICDM)},
year = {2013},
url = {documents/2013_icdm_dominance_programming.pdf}
}
@article{negrevergneDMKD13,
author = {Negrevergne, Benjamin and Termier, Alexandre and Rousset, Marie-Christine and Mehaut, Jean-François},
title = {{P}ara{M}iner: a {G}eneric {P}attern {M}ining {A}lgorithm for {M}ulti-{C}ore {A}rchitectures},
journal = {{J}ournal of {D}ata {M}ining and {K}nowledge {D}iscovery ({DMKD})},
year = {2013},
note = {Advance online publication. doi 10.1007/s10618-013-0313-2},
url = {http://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=1&cad=rja&ved=0CCsQFjAA&url=http%3A%2F%2Fdtai.cs.kuleuven.be%2Flml%2Fpapers%2Flml2013_paraminer_multicore.pdf&ei=B549UrLOC6ik0AWW-YGgAg&usg=AFQjCNEW7I21qODgbqYbe00YNIeep-HpFg&bvm=bv.52434380,d.d2k}
}
@incollection{laurentAKDM12,
year = 2012,
isbn = {978-3-642-25837-4},
booktitle = {Advances in Knowledge Discovery and Management},
volume = 398,
series = {Studies in Computational Intelligence},
editor = {Guillet, Fabrice and Ritschard, Gilbert and Zighed, Djamel Abdelkader},
doi = {10.1007/978-3-642-25838-1_8},
title = {Efficient Parallel Mining of Gradual Patterns on Multicore Processors},
url = {http://dx.doi.org/10.1007/978-3-642-25838-1_8},
publisher = {Springer Berlin Heidelberg},
author = {Laurent, Anne and Negrevergne, Benjamin and Sicard, Nicolas and Termier, Alexandre},
pages = {137-151}
}
@inproceedings{negrevergneHPCS10,
author = {Benjamin Negrevergne and Alexandre Termier and Jean-Francois Mehaut and Takeaki Uno},
title = {Discovering Closed Frequent Itemsets on Multicore: Parallelizing Computations and Optimizing Memory Accesses},
booktitle = {International Conference on High Performance Computing & Simulation (HPCS)},
year = {2010},
pages = {521-528},
url = {documents/plcmHPPDDM.pdf}
}
@inproceedings{laurentDASFAA10,
author = {Anne Laurent and
Benjamin Negrevergne and
Nicolas Sicard and
Alexandre Termier},
title = {PGP-mc: Towards a Multicore Parallel Approach for Mining
Gradual Patterns},
booktitle = {Database Systems for Advanced Publications (DASFAA)},
year = {2010},
pages = {78-84},
ee = {http://dx.doi.org/10.1007/978-3-642-12026-8_8},
url = {documents/2010_laurent_dasfaa.pdf}
}
@phdthesis{negrevergnePHD,
author = {Benjamin Negrevergne},
title = {A Generic and Parallel Pattern Mining Algorithm for Multi-Core Architectures},
school = {University of Grenoble},
year = {2011},
url = {documents/negrevergne_phd.pdf}
}
@inproceedings{negrevergneEGC10,
author = {Benjamin Negrevergne and
Jean-Francois Méhaut and
Alexandre Termier and
Takeaki Uno},
title = {Découverte d'itemsets fréquents fermés
sur architecture multicoeurs},
booktitle = {Extraction et Gestion des Connaissances (EGC)},
year = {2010},
pages = {465-470},
bibsource = {DBLP, http://dblp.uni-trier.de},
url = {publis/2010_negrevergne_egc.pdf}
}
@inproceedings{laurentEGC10,
author = {Anne Laurent and Benjamin Negrevergne and Nicolas Sicard and Alexandre Termier},
title = {PGP-mc : extraction parallèle efficace de motifs graduels},
booktitle = {Extraction et Gestion des Connaissances (EGC)},
year = {2010},
pages = {453-464},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@techreport{negrevergneTR11,
title = {ParaMiner: a Generic Parallel Pattern Mining Algorithm},
author = {Negrevergne, Benjamin and Termier, Alexandre and Rousset, Marie-Christine and Méhaut, Jean-François.},
institution = {Laboratoire d'Informatique de Grenoble},
year = {2011},
url = {documents/2010_negrevergne_paraminer_lig_report.pdf}
}
@@techreport{termier2011hlcm,
title = {HLCM: a first experiment on parallel data mining with Haskell},
author = {Termier, Alexandre and Negrevergne, Benjamin and Marlow, Simon and Singh, Satnam},
year = {2011}
}
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