Publications

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Publications List

  • ."
    [Bibtex]
    @inproceedings{denoyer2006wikipedia,
    title={The wikipedia xml corpus},
    author={Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={SIGIR Forum},
    year={2006}
    }
  • ."
    [Bibtex]
    @article{denoyer2004bayesian,
    title={Bayesian network model for semi-structured document classification},
    author={Denoyer, Ludovic and Gallinari, Patrick},
    journal={Information processing \& management},
    volume={40},
    number={5},
    pages={807--827},
    year={2004},
    publisher={Elsevier}
    }
  • ."
    [Bibtex]
    @inproceedings{denoyer2007report,
    title={Report on the XML Mining Track at INEX 2005 and INEX 2006},
    author={Denoyer, Ludovic and Gallinari, Patrick and Vercoustre, Anne-Marie},
    booktitle={Comparative Evaluation of XML Information Retrieval Systems},
    pages={432--443},
    year={2007},
    organization={Springer Berlin/Heidelberg}
    }
  • ."
    [Bibtex]
    @inproceedings{denoyer2001hmm,
    title={HMM-based passage models for document classification and ranking},
    author={Denoyer, Ludovic and Zaragoza, Hugo and Gallinari, Patrick},
    booktitle={Proceedings of ECIR-01, 23rd European Colloquium on Information Retrieval Research},
    pages={126--135},
    year={2001}
    }
  • ."
    [Bibtex]
    @inproceedings{denoyer2003structured,
    title={Structured multimedia document classification},
    author={Denoyer, Ludovic and Vittaut, Jean-No{\"e}l and Gallinari, Patrick and Brunessaux, Sylvie and Brunessaux, Stephan},
    booktitle={Proceedings of the 2003 ACM symposium on Document engineering},
    pages={153--160},
    year={2003},
    organization={ACM}
    }
  • ."
    [Bibtex]
    @inproceedings{denoyer2009overview,
    title={Overview of the INEX 2008 XML mining track},
    author={Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={Advances in Focused Retrieval},
    pages={401--411},
    year={2009},
    organization={Springer Berlin/Heidelberg}
    }
  • ."
    [Bibtex]
    @inproceedings{denoyer2008report,
    title={Report on the XML mining track at INEX 2007 categorization and clustering of XML documents},
    author={Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={ACM SIGIR Forum},
    volume={42},
    number={1},
    pages={22--28},
    year={2008},
    organization={ACM}
    }
  • ."
    [Bibtex]
    @inproceedings{denoyer2004document,
    title={Document structure matching for heterogeneous corpora},
    author={Denoyer, Ludovic and Wisniewski, Guillaume and Gallinari, Patrick},
    booktitle={SIGIR, Workshop on IR and XML},
    year={2004}
    }
  • ."
    [Bibtex]
    @inproceedings{piwowarski2002modele,
    title={Un mod{\`e}le pour la recherche d information sur des documents structur{\'e}s},
    author={Piwowarski, Benjamin and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={Proceedings of the 6emes journees Internationales d'Analyse Statistique des Donnees Textuelles (JADT2002)},
    year={2002}
    }
  • ."
    [Bibtex]
    @inproceedings{denoyer2003belief,
    title={A belief networks-based generative model for structured documents. An application to the XML categorization},
    author={Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={Machine Learning and Data Mining in Pattern Recognition},
    pages={277--302},
    year={2003},
    organization={Springer Berlin/Heidelberg}
    }
  • ."
    [Bibtex]
    @inproceedings{maes2009simulated,
    title={Simulated iterative classification a new learning procedure for graph labeling},
    author={Maes, Francis and Peters, St{\'e}phane and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={Machine Learning and Knowledge Discovery in Databases (ECML)},
    pages={47--62},
    year={2009},
    organization={Springer Berlin/Heidelberg}
    }
  • ."
    [Bibtex]
    @phdthesis{denoyer2004apprentissage,
    title={Apprentissage et inf{\'e}rence statistique dans les bases de documents structur{\'e}s: Application aux corpus de documents textuels},
    author={Denoyer, Ludovic},
    year={2004},
    school={Paris 6}
    }
  • ."
    [Bibtex]
    @inproceedings{maes2007xml,
    title={XML structure mapping application to the PASCAL/INEX 2006 XML document mining track},
    author={Maes, Francis and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={Advances in XML Information Retrieval and Evaluation: Fifth Workshop of the INitiative for the Evaluation of XML Retrieval (INEX 06), Dagstuhl, Germany},
    year={2007}
    }
  • ."
    [Bibtex]
    @inproceedings{maes2007sequence,
    title={Sequence labeling with reinforcement learning and ranking algorithms},
    author={Maes, Francis and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={Machine Learning: ECML 2007},
    pages={648--657},
    year={2007},
    organization={Springer Berlin/Heidelberg}
    }
  • ."
    [Bibtex]
    @inproceedings{wisniewski2005restructuration,
    title={Restructuration automatique de documents dans les corpus semi structur{\'e}s h{\'e}t{\'e}rog{\`e}nes},
    author={Wisniewski, Guillaume and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={EGC},
    year={2005}
    }
  • ."
    [Bibtex]
    @inproceedings{wisniewski2007probabilistic,
    title={Probabilistic model for structured document mapping},
    author={Wisniewski, Guillaume and Maes, Francis and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={International Workshop on Machine Learning and Data Mining in Pattern Recognition},
    pages={854--867},
    year={2007},
    organization={Springer Berlin Heidelberg}
    }
  • ."
    [Bibtex]
    @inproceedings{denoyer2003using,
    title={Using Belief Networks and Fisher Kernels for structured document classification},
    author={Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={Knowledge Discovery in Databases: PKDD 2003},
    pages={120--131},
    year={2003},
    organization={Springer Berlin/Heidelberg}
    }
  • ."
    [Bibtex]
    @inproceedings{denoyer2005xml,
    title={XML document mining challenge},
    author={Denoyer, Ludovic and Gallinari, P},
    booktitle={Advances in XML Information Retrieval and Evaluation, 5th International Workshop of the Initiative for the Evaluation of XML Retrieval (INEX06)},
    year={2005}
    }
  • ."
    [Bibtex]
    @inproceedings{nayak2010overview,
    title={Overview of the INEX 2009 XML mining track: Clustering and classification of XML documents},
    author={Nayak, Richi and De Vries, Christopher and Kutty, Sangeetha and Geva, Shlomo and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={Focused Retrieval and Evaluation},
    pages={366--378},
    year={2010},
    organization={Springer Berlin/Heidelberg}
    }
  • ."
    [Bibtex]
    @inproceedings{meyers2007shared,
    title={The shared corpora working group report},
    author={Meyers, Adam and Ide, Nancy and Denoyer, Ludovic and Shinyama, Yusuke},
    booktitle={Proceedings of the Linguistic Annotation Workshop},
    pages={184--190},
    year={2007},
    organization={Association for Computational Linguistics}
    }
  • ."
    [Bibtex]
    @inproceedings{wisniewski2006modele,
    title={Mod{\`e}le probabiliste pour l extraction de structures dans les documents semistructur{\'e}s Application aux documents Web},
    author={Wisniewski, Guillaume and Denoyer, Ludovic and Maes, Francis and Gallinari, Patrick},
    booktitle={3ime Confrences Francophone en Recherche d Information et Applications (CORIA)},
    pages={169--180},
    year={2006}
    }
  • ."
    [Bibtex]
    @inproceedings{vu2003modele,
    title={Un mod{\`e}le statistique pour la classification de documents structur{\'e}s},
    author={Vu, Trang and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={EGC},
    year={2003}
    }
  • ."
    [Bibtex]
    @inproceedings{denoyer2010ranking,
    title={A ranking based model for automatic image annotation in a social network},
    author={Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={Proceedings of the 4th international AAAI conference on weblogs social media},
    pages={231--234},
    year={2010}
    }
  • ."
    [Bibtex]
    @incollection{candillier2007mining,
    title={Mining XML documents},
    author={Candillier, Laurent and Denoyer, Ludovic and Gallinari, Patrick and Rousset, Marie-Christine and Termier, Alexandre and Vercoustre, Anne-Marie},
    booktitle={(Book Chapter) Data mining patterns: new methods and applications},
    year={2007}
    }
  • ."
    [Bibtex]
    @article{maes2009structured,
    title={Structured prediction with reinforcement learning},
    author={Maes, Francis and Denoyer, Ludovic and Gallinari, Patrick},
    journal={Machine learning},
    volume={77},
    number={2-3},
    pages={271--301},
    year={2009},
    publisher={Springer US}
    }
  • ."
    [Bibtex]
    @inproceedings{maes2008apprentissage,
    title={Apprentissage de conversions de documents semi-structures a partir d exemples},
    author={Maes, Francis and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={CORIA, Tregastel, France},
    year={2008}
    }
  • ."
    [Bibtex]
    @inproceedings{peters2010iterative,
    title={Iterative annotation of multi-relational social networks},
    author={Peters, Stephane and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={Advances in Social Networks Analysis and Mining (ASONAM), 2010 International Conference on},
    pages={96--103},
    year={2010},
    organization={IEEE}
    }
  • ."
    [Bibtex]
    @inproceedings{gallinari2005stochastic,
    title={Stochastic models for document restructuration},
    author={Gallinari, Patrick and Maes, Francis and Denoyer, Ludovic},
    booktitle={ECML Workshop On Relational Machine Learning},
    year={2005}
    }
  • ."
    [Bibtex]
    @inproceedings{denoyer2005classication,
    title={Classication Automatique de Documents Structur{\'e}s. Application au Corpus d'Arbres Etiquet{\'e}s XML},
    author={Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={CORIA},
    year={2005}
    }
  • ."
    [Bibtex]
    @inproceedings{maes2007xml,
    title={XML Structure Mapping},
    author={Maes, Francis and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={Comparative Evaluation of XML Information Retrieval Systems},
    pages={540--551},
    year={2007},
    organization={Springer Berlin/Heidelberg}
    }
  • ."
    [Bibtex]
    @article{peters2012iterative,
    title={Iterative multi-label multi-relational classification algorithm for complex social networks},
    author={Peters, St{\'e}phane and Jacob, Yann and Denoyer, Ludovic and Gallinari, Patrick},
    journal={Social Network Analysis and Mining},
    volume={2},
    number={1},
    pages={17--29},
    year={2012},
    publisher={Springer Vienna}
    }
  • ."
    [Bibtex]
    @article{denoyer2008machine,
    title={Machine Learning for Semi-structured Multimedia Documents: Application to Pornographic Filtering and Thematic Categorization},
    author={Denoyer, Ludovic and Gallinari, Patrick},
    journal={(Book Chapter) Machine Learning Techniques for Multimedia},
    pages={227--247},
    year={2008},
    publisher={Springer Berlin Heidelberg}
    }
  • ."
    [Bibtex]
    @article{denoyer2005semi,
    title={Semi-Structured Document Classification},
    author={Denoyer, Ludovic and Gallinari, Patrick},
    journal={(Book Chapter) Encyclopedia of Data Warehousing and Mining},
    year={2005},
    publisher={John Wang Editor}
    }
  • ."
    [Bibtex]
    @inproceedings{gao2011link,
    title={Link pattern prediction with tensor decomposition in multi-relational networks},
    author={Gao, Sheng and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={Computational Intelligence and Data Mining (CIDM), 2011 IEEE Symposium on},
    pages={333--340},
    year={2011},
    organization={IEEE}
    }
  • ."
    [Bibtex]
    @inproceedings{denoyer2010modeles,
    title={Mod{\`e}les d Ordonnancement pour l Annotation Automatique d Images dans les R{\'e}seaux Sociaux},
    author={Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={CORIA},
    year={2010}
    }
  • ."
    [Bibtex]
    @inproceedings{maes2008applications,
    title={Applications of Reinforcement Learning to Structured Prediction},
    author={Maes, Francis and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={Recent Advances in Reinforcement Learning},
    pages={205--219},
    year={2008},
    organization={Springer Berlin/Heidelberg}
    }
  • ."
    [Bibtex]
    @misc{castillo2007proceedings,
    title={PROCEEDINGS OF THE GRAPH LABELLING WORKSHOP AND WEB SPAM CHALLENGE},
    author={Castillo, C and Davison, B and Denoyer, Ludovic},
    year={2007},
    publisher={ECML PKDD 2007}
    }
  • ."
    [Bibtex]
    @inproceedings{denoyer2005classification,
    title={Classification automatique de structures arborescentes {\`a} l aide du noyau de Fisher: Application aux documents XML},
    author={Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={Congr{\`e}s Europ{\'e}en de Science des Syst{\`e}mes},
    year={2005}
    }
  • ."
    [Bibtex]
    @inproceedings{beckers2010report,
    title={Report on INEX 2009},
    author={Beckers, Thomas and Bellot, Patrice and Demartini, Gianluca and Denoyer, Ludovic and De Vries, Christopher M and Doucet, Antoine and Fachry, Khairun Nisa and Fuhr, Norbert and Gallinari, Patrick and Geva, Shlomo and others},
    booktitle={ACM SIGIR Forum},
    volume={44},
    number={1},
    pages={38--57},
    year={2010},
    organization={ACM}
    }
  • ."
    [Bibtex]
    @inproceedings{dulac2011text,
    title={Text classification: a sequential reading approach},
    author={Dulac-Arnold, Gabriel and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={Advances in Information Retrieval (ECIR)},
    pages={411--423},
    year={2011},
    organization={Springer Berlin/Heidelberg}
    }
  • ."
    [Bibtex]
    @inproceedings{fakeri2009upmc,
    title={UPMC/LIP6 at ImageCLEFannotation 2009: Large Scale Visual Concept Detection and Annotation},
    author={Fakeri-Tabrizi, Ali and Tollari, Sabrina and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={CLEF working notes},
    year={2009}
    }
  • ."
    [Bibtex]
    @misc{belbeze2009automatic,
    title={Automatic Identification of Paedophile Keywords},
    author={Belbeze, Christian and Chavalarias, David and Denoyer, Ludovic and Fournier, Rapha{\"e}l and Guillaume, Jean-Loup and Latapy, Matthieu and Magnien, Cl{\'e}mence and Valadon, Guillaume and Vehovar, Vasja and Ziberna, Ale{\v{s}}},
    journal={Measurements and Analysis of P2P Activity Against Paedophile Content Project},
    year={2009}
    }
  • ."
    [Bibtex]
    @inproceedings{gao2010tensor,
    title={Tensor decomposition model for link prediction in multi-relational networks},
    author={Gao, Sheng and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={2010 2nd IEEE InternationalConference on Network Infrastructure and Digital Content},
    pages={298--302},
    year={2010},
    organization={IEEE}
    }
  • ."
    [Bibtex]
    @article{denoyer2008intraindividual,
    title={Intraindividual comparative study of corneal and ocular wavefront aberrations after biaxial microincision versus coaxial small-incision cataract surgery},
    author={Denoyer, Alexandre and Denoyer, Ludovic and Marotte, David and Georget, Marine and Pisella, Pierre-Jean},
    journal={British Journal of Ophthalmology},
    volume={92},
    number={12},
    pages={1679--1684},
    year={2008},
    publisher={BMJ Publishing Group Ltd.}
    }
  • ."
    [Bibtex]
    @article{denoyer2009comparative,
    title={Comparative study of aspheric intraocular lenses with negative spherical aberration or no aberration},
    author={Denoyer, Alexandre and Denoyer, Ludovic and Halfon, J{\'e}r{\'e}mie and Majzoub, Samuel and Pisella, Pierre-Jean},
    journal={Journal of Cataract \& Refractive Surgery},
    volume={35},
    number={3},
    pages={496--503},
    year={2009},
    publisher={Elsevier}
    }
  • ."
    [Bibtex]
    @article{dulac2011datum,
    title={Datum-wise classification: A sequential approach to sparsity},
    author={Dulac-Arnold, Gabriel and Denoyer, Ludovic and Preux, Philippe and Gallinari, Patrick},
    journal={Machine Learning and Knowledge Discovery in Databases (ECML)},
    pages={375--390},
    year={2011},
    publisher={Springer Berlin/Heidelberg}
    }
  • ."
    [Bibtex]
    @article{maes2012corpus,
    title={Corpus-Based Structure Mapping of XML Document Corpora: A Reinforcement Learning Based Model},
    author={Maes, Francis and Denoyer, Ludovic and Gallinari, Patrick},
    journal={(Book Chapter) Modeling, Learning, and Processing of Text Technological Data Structures},
    pages={249--266},
    year={2012},
    publisher={Springer Berlin/Heidelberg}
    }
  • ."
    [Bibtex]
    @inproceedings{gao2011temporal,
    title={Temporal link prediction by integrating content and structure information},
    author={Gao, Sheng and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={Proceedings of the 20th ACM international conference on Information and knowledge management},
    pages={1169--1174},
    year={2011},
    organization={ACM}
    }
  • ."
    [Bibtex]
    @inproceedings{castillo2008web,
    title={Web spam challenge 2008},
    author={Castillo, Carlos and Chellapilla, Kumar and Denoyer, Ludovic},
    booktitle={Proceedings of the 4th International Workshop on Adversarial Information Retrieval on the Web (AIRWeb)},
    year={2008}
    }
  • ."
    [Bibtex]
    @inproceedings{jacob2011classification,
    title={Classification and annotation in social corpora using multiple relations},
    author={Jacob, Yann and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={Proceedings of the 20th ACM international conference on Information and knowledge management},
    pages={1215--1220},
    year={2011},
    organization={ACM}
    }
  • ."
    [Bibtex]
    @inproceedings{gao2011prediction,
    title={Pr{\'e}diction de Liens Temporels en Int{\'e}grant les Informations de Contenu et de Structure},
    author={Gao, Sheng and Denoyer, Ludovic Lip and Gallinari, Patrick},
    booktitle={Seconde conf{\'e}rence sur les Mod{\`e}les et l2 Analyse des R{\'e}seaux: Approches Math{\'e}matiques et Informatique},
    pages={1--14},
    year={2011}
    }
  • ."
    [Bibtex]
    @inproceedings{dulac2012fast,
    title={Fast reinforcement learning with large action sets using error-correcting output codes for MDP factorization},
    author={Dulac-Arnold, Gabriel and Denoyer, Ludovic and Preux, Philippe and Gallinari, Patrick},
    booktitle={Machine Learning and Knowledge Discovery in Databases (ECML)},
    pages={180--194},
    year={2012},
    organization={Springer Berlin/Heidelberg}
    }
  • ."
    [Bibtex]
    @article{gao2012modeling,
    title={Modeling Relational Data via Latent Factor Blockmodel},
    author={Gao, Sheng and Denoyer, Ludovic and Gallinari, Patrick},
    journal={arXiv preprint arXiv:1204.2581},
    year={2012}
    }
  • ."
    [Bibtex]
    @article{sheng2012probabilistic,
    title={Probabilistic latent tensor factorization model for link pattern prediction in multi-relational networks},
    author={Sheng, GAO and Denoyer, Ludovic and Gallinari, Patrick and Jun, GUO},
    journal={The Journal of China Universities of Posts and Telecommunications},
    volume={19},
    pages={172--181},
    year={2012},
    publisher={Elsevier}
    }
  • ."
    [Bibtex]
    @inproceedings{gao2012link,
    title={Link prediction via latent factor blockmodel},
    author={Gao, Sheng and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={Proceedings of the 21st International Conference on World Wide Web},
    pages={507--508},
    year={2012},
    organization={ACM}
    }
  • ."
    [Bibtex]
    @inproceedings{najar2012predicting,
    title={Predicting information diffusion on social networks with partial knowledge},
    author={Najar, Anis and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={Proceedings of the 21st International Conference on World Wide Web},
    pages={1197--1204},
    year={2012},
    organization={ACM}
    }
  • ."
    [Bibtex]
    @inproceedings{dulac2012apprentissage,
    title={Apprentissage par renforcement rapide pour des grands ensembles d actions en utilisant des codes correcteurs d erreur},
    author={Dulac-Arnold, Gabriel and Denoyer, Ludovic and Preux, Philippe and Gallinari, Patrick},
    booktitle={Journ{\'e}es Francophones sur la planification, la d{\'e}cision et l'apprentissage pour le contr{\^o}le des syst{\`e}mes},
    year={2012}
    }
  • ."
    [Bibtex]
    @inproceedings{dulac2012classification,
    title={Classification Localement Parcimonieuse par M{\'e}thodes S{\'e}quentielles},
    author={Dulac-Arnold, Gabriel and Denoyer, Ludovic and Preux, Philippe and Gallinari, Patrick},
    booktitle={CAP},
    year={2012}
    }
  • ."
    [Bibtex]
    @inproceedings{wisniewski2005classification,
    title={Classification automatique de documents structur{\'e}s. Application au corpus d arbres {\'e}tiquet{\'e}s de type XML},
    author={Wisniewski, Guillaume and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={CORIA 2005 Grenoble},
    pages={52--66},
    year={2005}
    }
  • ."
    [Bibtex]
    @article{dulac2012sequential,
    title={Sequential approaches for learning datum-wise sparse representations},
    author={Dulac-Arnold, Gabriel and Denoyer, Ludovic and Preux, Philippe and Gallinari, Patrick},
    journal={Machine Learning},
    volume={89},
    number={1-2},
    pages={87--122},
    year={2012},
    publisher={Springer US}
    }
  • ."
    [Bibtex]
    @article{jacob2012apprentissage,
    title={Apprentissage automatique de la propagation des {\'e}tiquettes dans les r{\'e}seaux sociaux multirelationnels},
    author={Jacob, Yann and Denoyer, Ludovic and Gallinari, Patrick},
    journal={Document num{\'e}rique},
    volume={15},
    number={1},
    pages={79--99},
    year={2012},
    publisher={Lavoisier}
    }
  • ."
    [Bibtex]
    @inproceedings{denoyer2003using,
    title={Using belief networks and Fisher kernels for structured document classification},
    author={Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={PKDD},
    year={2003}
    }
  • ."
    [Bibtex]
    @inproceedings{gao2012probabilistic,
    title={Probabilistic Latent Tensor Factorization model for link pattern prediction},
    author={Gao, Sheng and Denoyer, L and Gallinari, P},
    booktitle={Network Infrastructure and Digital Content (IC-NIDC), 2012 3rd IEEE International Conference on},
    pages={549--553},
    year={2012},
    organization={IEEE}
    }
  • ."
    [Bibtex]
    @inproceedings{gao2013latent,
    title={Latent factor blockmodel for modelling relational data},
    author={Gao, Sheng and Denoyer, Ludovic and Gallinari, Patrick and Guo, Jun},
    booktitle={European Conference on Information Retrieval},
    pages={447--458},
    year={2013},
    organization={Springer Berlin Heidelberg}
    }
  • ."
    [Bibtex]
    @inproceedings{lagnier2013predicting,
    title={Predicting information diffusion in social networks using content and user s profiles},
    author={Lagnier, C{\'e}dric and Denoyer, Ludovic and Gaussier, Eric and Gallinari, Patrick},
    booktitle={European Conference on Information Retrieval},
    pages={74--85},
    year={2013},
    organization={Springer Berlin Heidelberg}
    }
  • ."
    [Bibtex]
    @article{wisniewski2007modele,
    title={Mod{\`e}le probabiliste pour l'extraction de structures dans les documents web},
    author={Wisniewski, Guillaume and Maes, Francis and Denoyer, Ludovic and Gallinari, Patrick},
    journal={Document num{\'e}rique},
    volume={10},
    number={1},
    pages={89--107},
    year={2007},
    publisher={Lavoisier}
    }
  • ."
    [Bibtex]
    @inproceedings{jacob2013classification,
    title={Classification dans les graphes h{\'e}t{\'e}rog{\`e}nes bas{\'e}e sur une repr{\'e}sentation latente des n{\oe}uds},
    author={Jacob, Yann and Denoyer, Ludovic and Patrick, Gallinari},
    booktitle={CORIA 2013},
    pages={85--100},
    year={2013}
    }
  • ."
    [Bibtex]
    @inproceedings{lage2013choosing,
    title={Choosing which message to publish on social networks: A Contextual bandit approach},
    author={Lage, Ricardo and Denoyer, Ludovic and Gallinari, Patrick and Dolog, Peter},
    booktitle={ASONAM},
    year={2013}
    }
  • ."
    [Bibtex]
    @inproceedings{contardo2014learning,
    title={Learning States Representations in POMDP},
    author={Contardo, Gabriella and Denoyer, Ludovic and Artieres, Thierry and Gallinari, Patrick},
    booktitle={Internation Conference on Learning Representations (poster) ICLR 2014},
    year={2014}
    }
  • ."
    [Bibtex]
    @inproceedings{dulac2014sequentially,
    title={Sequentially Generated Instance-Dependent Image Representations for Classification},
    author={Dulac-Arnold, Gabriel and Denoyer, Ludovic and Thome, Nicolas and Cord, Matthieu and Gallinari, Patrick},
    booktitle={Internation Conference on Learning Representations - ICLR 2014},
    year={2014}
    }
  • ."
    [Bibtex]
    @inproceedings{lagnier2014learning,
    title={Learning Information Spread in Content Networks},
    author={Lagnier, C{\'e}dric and Bourigault, Simon and Lamprier, Sylvain and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={Internation Conference on Learning Representations (poster) ICLR 2014},
    year={2014}
    }
  • ."
    [Bibtex]
    @inproceedings{denoyer2009report,
    title={Report on the xml mining classification track at inex 2009},
    author={Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={INitiative for the Evaluation of XML Retrieval 2009 Workshop Preproceedings (INEX 2009)},
    pages={339--343},
    year={2009}
    }
  • ."
    [Bibtex]
    @inproceedings{bourigault2014learning,
    title={Learning social network embeddings for predicting information diffusion},
    author={Bourigault, Simon and Lagnier, Cedric and Lamprier, Sylvain and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={Proceedings of the 7th ACM international conference on Web search and data mining},
    pages={393--402},
    year={2014},
    organization={ACM}
    }
  • ."
    [Bibtex]
    @inproceedings{jacob2014learning,
    title={Learning latent representations of nodes for classifying in heterogeneous social networks},
    author={Jacob, Yann and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={Proceedings of the 7th ACM international conference on Web search and data mining},
    pages={373--382},
    year={2014},
    organization={ACM}
    }
  • ."
    [Bibtex]
    @inproceedings{maag2014graph,
    title={Graph Anonymization using Machine Learning},
    author={Maag, Maria Laura and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={2014 IEEE 28th International Conference on Advanced Information Networking and Applications},
    pages={1111--1118},
    year={2014},
    organization={IEEE}
    }
  • ."
    [Bibtex]
    @misc{sebban2014proceddings,
    title={Proceddings of 16{\`e}me Conf{\'e}rence d Apprentissage CAp 2014},
    author={SEBBAN, Marc and DENOYER, Ludovic and Habrard, Amaury},
    year={2014}
    }
  • ."
    [Bibtex]
    @inproceedings{denoyer2014deep,
    title={Deep Sequential Neural Networks},
    author={Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={EWRL 2015 - Workshop Deep Learning NIPS 2014},
    year={2014}
    }
  • ."
    [Bibtex]
    @inproceedings{bourigault2014apprentissage,
    title={Apprentissage de repr{\'e}sentation pour la diffusion d'Information dans les r{\'e}seaux sociaux.},
    author={Bourigault, Simon and Lagnier, C{\'e}dric and Lamprier, Sylvain and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={CORIA-CIFED},
    pages={155--170},
    year={2014}
    }
  • ."
    [Bibtex]
    @article{contardo2014representation,
    title={Representation Learning for cold-start recommendation},
    author={Contardo, Gabriella and Denoyer, Ludovic and Artieres, Thierry},
    journal={ICLR Poster},
    year={2014}
    }
  • ."
    [Bibtex]
    @article{candillier2007data,
    title={Data Mining Patterns: New Methods and Applications},
    author={Candillier, Laurent and Denoyer, Ludovic and Gallinari, Patrick and Rousset, Marie C and Termier, Alexandre and Vercoustre, Anne-Marie},
    year={2007},
    publisher={Idea Group Inc.}
    }
  • ."
    [Bibtex]
    @inproceedings{gisselbrecht2015apprentissage,
    title={Apprentissage en temps r{\'e}el pour la collecte d'information dans les r{\'e}seaux sociaux.},
    author={Gisselbrecht, Thibault and Denoyer, Ludovic and Gallinari, Patrick and Lamprier, Sylvain},
    booktitle={CORIA},
    pages={7--22},
    year={2015}
    }
  • ."
    [Bibtex]
    @inproceedings{leon2015reinforced,
    title={Reinforced Decision Trees},
    author={L{\'e}on, Aur{\'e}lia and Denoyer, Ludovic},
    booktitle={European Workshop on Reinforcement Learning - EWRL},
    year={2015}
    }
  • ."
    [Bibtex]
    @inproceedings{gisselbrecht2015whichstreams,
    title={Whichstreams: A dynamic approach for focused data capture from large social media},
    author={Gisselbrecht, Thibault and Denoyer, Ludovic and Gallinari, Patrick and Lamprier, Sylvain},
    booktitle={Ninth International AAAI Conference on Web and Social Media},
    year={2015}
    }
  • ."
    [Bibtex]
    @article{denoyer2004modele,
    title={Un mod{\`e}le de mixture de mod{\`e}les g{\'e}n{\'e}ratifs pour les documents structur{\'e}s multim{\'e}dias},
    author={Denoyer, Ludovic and Gallinari, Patrick},
    journal={Document num{\'e}rique},
    volume={8},
    number={3},
    pages={35--54},
    year={2004},
    publisher={Lavoisier}
    }
  • ."
    [Bibtex]
    @article{denoyer2008influence,
    title={Influence of the Corneal Incision Size on Corneal and Ocular Higher-Order Aberrations After Cataract Surgery: Microincision versus Small-Incision},
    author={Denoyer, A and Denoyer, L and Halfon, J and Pisella, P-J},
    journal={Investigative Ophthalmology \& Visual Science},
    volume={49},
    number={13},
    pages={5662--5662},
    year={2008},
    publisher={The Association for Research in Vision and Ophthalmology}
    }
  • ."
    [Bibtex]
    @inproceedings{ziat2015car,
    title={Car-traffic forecasting: A representation learning approach},
    author={Ziat, Ali and Contardo, Gabriella and Baskiotis, Nicolas and Denoyer, Ludovic},
    booktitle={Workshop MUD, Mining Urban Data 2015},
    year={2015}
    }
  • ."
    [Bibtex]
    @inproceedings{denoyer2006xml,
    title={The XML Wikipedia Corpus},
    author={Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={ACM SIGIR Forum},
    volume={40},
    number={1},
    pages={64--69},
    year={2006}
    }
  • ."
    [Bibtex]
    @article{dulac2012cite,
    title={To cite this version},
    author={Dulac-arnold, Gabriel and Denoyer, Ludovic and Gallinari, Patrick and Ap, Patrick Gallinari Sequential},
    year={2012}
    }
  • ."
    [Bibtex]
    @phdthesis{denoyer2006xml,
    title={Xml mining challenge at inex 2005},
    author={Denoyer, Ludovic and Gallinari, Patrick and Vercoustre, Anna-Marie},
    year={2006},
    school={Technical report, University of Paris VI, INRIA}
    }
  • ."
    [Bibtex]
    @inproceedings{castillo2007web,
    title={Web spam challenge track ii},
    author={Castillo, Carlos and Davison, Brian D and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={ECML/PKDD Graph Labelling Workshop, Warsaw, Poland},
    year={2007}
    }
  • ."
    [Bibtex]
    @inproceedings{sokolov2010madspam,
    title={Madspam consortium at the ecml/pkdd discovery challenge 2010},
    author={Sokolov, LD Artem and Urvoy, Tanguy and Ricard, O},
    booktitle={Proceedings of the ECML/PKDD},
    year={2010}
    }
  • ."
    [Bibtex]
    @inproceedings{demartin2009report,
    title={Report on INEX 2008},
    author={Demartin, Gianluca and Denoye, Ludovic and Douce, Antoine and Fachry, Khairun Nisa and Gallinar, Patrick and Gev, Shlomo and Huang, Wei-Che and Iofciu, Tereza and Kamps, Jaap and Kazai, Gabriella and others},
    booktitle={ACM SIGIR Forum},
    volume={43},
    number={1},
    pages={17--36},
    year={2009},
    organization={ACM}
    }
  • ."
    [Bibtex]
    @inproceedings{leon2016policy,
    title={Policy-gradient methods for Decision Trees},
    author={L{\'e}on, Aur{\'e}lia and Denoyer, Ludovic},
    booktitle={ESANN - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning},
    year={2016}
    }
  • ."
    [Bibtex]
    @inproceedings{ziat2016learning,
    title={Learning Embeddings for Completion and Prediction of Relationnal Multivariate Time-Series},
    author={Ziat, Ali and Contardo, Gabriella and Baskiotis, Nicolas and Denoyer, Ludovic},
    booktitle={European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning - ESANN},
    year={2016}
    }
  • ."
    [Bibtex]
    @inproceedings{dulac2012lecture,
    title={Lecture S{\'e}quentielle de Documents pour la Classification},
    author={Dulac-Arnold, Gabriel and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={CORIA},
    pages={245--259},
    year={2012}
    }
  • ."
    [Bibtex]
    @inproceedings{jacob2011apprentissage,
    title={Apprentissage des schemas de propagation dans les multi-graphes},
    author={Jacob, Yann and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={COnf{\'e}rence en Recherche d'Infomations et Applications-CORIA 2011},
    pages={159--174},
    year={2011}
    }
  • ."
    [Bibtex]
    @inproceedings{gao2010prediction,
    title={Pr{\'e}diction de Motifs Relationnels par D{\'e}composition Tensorielle dans les R{\'e}seaux Sociaux},
    author={Gao, Sheng and Denoyer, Ludovic and Gallinari, Patrick},
    booktitle={Workshop Reiso 2010},
    pages={51--58},
    year={2010}
    }
  • ."
    [Bibtex]
    @inproceedings{contardo2016sequential,
    title={Sequential Cost-Sensitive Feature Acquisition},
    author={Contardo, Gabriella and Denoyer, Ludovic and Arti{\`e}res, Thierry},
    booktitle={IDA 2016},
    year={2016}
    }
  • ."
    [Bibtex]
    @inproceedings{contardo2016recurrent,
    title={Recurrent Neural Networks for Adaptive Feature Acquisition},
    author={Contardo, Gabriella and Denoyer, Ludovic and Arti{\`e}res, Thierry},
    booktitle={International Conference on Neural Information Processing},
    pages={591--599},
    year={2016},
    organization={Springer International Publishing}
    }