<h1>bibliography.bib</h1><a name="verine2024aistats"></a><pre> @inproceedings{<a href="bibliography.html#verine2024aistats">verine2024aistats</a>, 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} } </pre>
<a name="verine2023nfpr"></a><pre> @inproceedings{<a href="bibliography.html#verine2023nfpr">verine2023nfpr</a>, 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} } </pre>
<a name="gnecco2023"></a><pre> @inproceedings{<a href="bibliography.html#gnecco2023">gnecco2023</a>, 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} } </pre>
<a name="verine2022exprnf"></a><pre> @inproceedings{<a href="bibliography.html#verine2022exprnf">verine2022exprnf</a>, 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} } </pre>
<a name="doux2022prl"></a><pre> @inproceedings{<a href="bibliography.html#doux2022prl">doux2022prl</a>, 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} } </pre>
<a name="doux2021icga"></a><pre> @inproceedings{<a href="bibliography.html#doux2021icga">doux2021icga</a>, title = {Deep Reinforcement Learning for Morpion Solitaire}, author = {Doux, Boris and Negrevergne, Benjamin and Cazenave, Tristan}, booktitle = {International Computer Games Association (ICGA).}, year = {2021} } </pre>
<a name="verine2021expressivity"></a><pre> @article{<a href="bibliography.html#verine2021expressivity">verine2021expressivity</a>, 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} } </pre>
<a name="araujo2021lipschitz"></a><pre> @inproceedings{<a href="bibliography.html#araujo2021lipschitz">araujo2021lipschitz</a>, 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} } </pre>
<a name="araujo2020advocating"></a><pre> @inproceedings{<a href="bibliography.html#araujo2020advocating">araujo2020advocating</a>, 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} } </pre>
<a name="negrevergne2020mccol"></a><pre> @inproceedings{<a href="bibliography.html#negrevergne2020mccol">negrevergne2020mccol</a>, title = {Monte Carlo Graph Coloring}, author = {Cazenave, Tristan and Negrevergne, Benjamin and Sikora, Florian}, booktitle = {Monte Carlo Search - (MCS@IJCAI)}, year = {2020} } </pre>
<a name="araujo2019expressive"></a><pre> @inproceedings{<a href="bibliography.html#araujo2019expressive">araujo2019expressive</a>, 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 = {<a href="http://ecai2020.eu/papers/628_paper.pdf">http://ecai2020.eu/papers/628_paper.pdf</a>} } </pre>
<a name="negrevergne2019rat"></a><pre> @article{<a href="bibliography.html#negrevergne2019rat">negrevergne2019rat</a>, 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} } </pre>
<a name="negrevergne2018eccv"></a><pre> @inproceedings{<a href="bibliography.html#negrevergne2018eccv">negrevergne2018eccv</a>, 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} } </pre>
<a name="negrevergne2017acml"></a><pre> @inproceedings{<a href="bibliography.html#negrevergne2017acml">negrevergne2017acml</a>, 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/2017rasta.pdf} } </pre>
<a name="negrevergne2017cgw"></a><pre> @inproceedings{<a href="bibliography.html#negrevergne2017cgw">negrevergne2017cgw</a>, title = {Distributed Nested Rollout Policy for Same Game}, author = {Negrevergne, Benjamin and Cazenave, Tristan}, booktitle = {Computer Games Workshop - (CGW@IJCAI)}, year = 2017, pdf = {documents/2017nrpa.pdf} } </pre>
<a name="negrevergne2017miningrare"></a><pre> @inproceedings{<a href="bibliography.html#negrevergne2017miningrare">negrevergne2017miningrare</a>, 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} } </pre>
<a name="negrevergne2016icon"></a><pre> @incollection{<a href="bibliography.html#negrevergne2016icon">negrevergne2016icon</a>, 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 = {10.1007/978-3-319-50137-610}, url = {<a href="http://dx.doi.org/10.1007/978-3-319-50137-6_10">http://dx.doi.org/10.1007/978-3-319-50137-6_10</a>} } </pre>
<a name="negrevergne2016hearthstone"></a><pre> @inproceedings{<a href="bibliography.html#negrevergne2016hearthstone">negrevergne2016hearthstone</a>, 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} } </pre>
<a name="negrevergne2016declarative"></a><pre> @inproceedings{<a href="bibliography.html#negrevergne2016declarative">negrevergne2016declarative</a>, 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} } </pre>
<a name="negrevergneCPAIOR15"></a><pre> @inproceedings{<a href="bibliography.html#negrevergneCPAIOR15">negrevergneCPAIOR15</a>, 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} } </pre>
<a name="negrevergneKAIS13"></a><pre> @article{<a href="bibliography.html#negrevergneKAIS13">negrevergneKAIS13</a>, 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 = {<a href="http://dx.doi.org/10.1007/s10115-014-0749-8">http://dx.doi.org/10.1007/s10115-014-0749-8</a>}, 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} } </pre>
<a name="negrevergneICDM13"></a><pre> @inproceedings{<a href="bibliography.html#negrevergneICDM13">negrevergneICDM13</a>, 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/2013icdmdominanceprogramming.pdf} } </pre>
<a name="negrevergneDMKD13"></a><pre> @article{<a href="bibliography.html#negrevergneDMKD13">negrevergneDMKD13</a>, 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 = {<a href="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">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</a>} } </pre>
<a name="laurentAKDM12"></a><pre> @incollection{<a href="bibliography.html#laurentAKDM12">laurentAKDM12</a>, 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 = {10.1007/978-3-642-25838-18}, title = {Efficient Parallel Mining of Gradual Patterns on Multicore Processors}, url = {<a href="http://dx.doi.org/10.1007/978-3-642-25838-1_8">http://dx.doi.org/10.1007/978-3-642-25838-1_8</a>}, publisher = {Springer Berlin Heidelberg}, author = {Laurent, Anne and Negrevergne, Benjamin and Sicard, Nicolas and Termier, Alexandre}, pages = {137-151} } </pre>
<a name="negrevergneHPCS10"></a><pre> @inproceedings{<a href="bibliography.html#negrevergneHPCS10">negrevergneHPCS10</a>, 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} } </pre>
<a name="laurentDASFAA10"></a><pre> @inproceedings{<a href="bibliography.html#laurentDASFAA10">laurentDASFAA10</a>, 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 = {<a href="http://dx.doi.org/10.1007/978-3-642-12026-8_8">http://dx.doi.org/10.1007/978-3-642-12026-8_8</a>}, url = {documents/2010laurentdasfaa.pdf} } </pre>
<a name="negrevergnePHD"></a><pre> @phdthesis{<a href="bibliography.html#negrevergnePHD">negrevergnePHD</a>, author = {Benjamin Negrevergne}, title = {A Generic and Parallel Pattern Mining Algorithm for Multi-Core Architectures}, school = {University of Grenoble}, year = {2011}, url = {documents/negrevergnephd.pdf} } </pre>
<a name="negrevergneEGC10"></a><pre> @inproceedings{<a href="bibliography.html#negrevergneEGC10">negrevergneEGC10</a>, 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/2010negrevergneegc.pdf} } </pre>
<a name="laurentEGC10"></a><pre> @inproceedings{<a href="bibliography.html#laurentEGC10">laurentEGC10</a>, 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} } </pre>
<a name="negrevergneTR11"></a><pre> @techreport{<a href="bibliography.html#negrevergneTR11">negrevergneTR11</a>, 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/2010negrevergneparaminerligreport.pdf} } </pre>
<a name="termier2011hlcm"></a><pre> @@techreport{<a href="bibliography.html#termier2011hlcm">termier2011hlcm</a>, 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} } </pre>
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