cv

Edouard Delasalles, Ali Ziat, Ludovic Denoyer, Patrick Gallinari. Spatio-temporal neural networks for space-time data modeling and relation discovery. Knowledge and Information Systems (KAIS), Springer, 2019, 61 (3), pp.1241-1267. ⟨10.1007/s10115-018-1291-x⟩. ⟨hal-02336358⟩

Ludovic dos Santos, Benjamin Piwowarski, Ludovic Denoyer, Patrick Gallinari. Representation Learning for Classification in Heterogeneous Graphs with Application to Social Networks. ACM Transactions on Knowledge Discovery from Data (TKDD), ACM, 2018, 12 (5), pp.1 - 33. ⟨10.1145/3201603⟩. ⟨hal-01853928⟩

Nassim Aklil, Benoît Girard, Ludovic Denoyer, Mehdi Khamassi. Sequential Action Selection and Active Sensing for Budgeted Localization in Robot Navigation. International Journal of Semantic Computing, World Scientific, 2018, 12 (01), pp.109-127. ⟨10.1142/S1793351X18400068⟩. ⟨hal-02324047⟩

Thierry Artières, Qi Wang, Mickaël Chen, Ludovic Denoyer. Adversarial learning for modeling human motion. Visual Computer, Springer Verlag, 2018, pp.1-20. ⟨10.1007/s00371-018-1594-7⟩. ⟨hal-01874144⟩

Thibault Gisselbrecht, Ludovic Denoyer, Patrick Gallinari, Sylvain Lamprier. Apprentissage en temps réel pour la collecte d'information dans les réseaux sociaux. Document Numérique, Lavoisier, 2015, 18 (2-3), pp.39--58. ⟨10.3166/dn.18.2-3.39-58⟩. ⟨hal-01357959⟩

Stephane Peters, Yann Jacob, Ludovic Denoyer, Patrick Gallinari. Iterative Multi-Label Multi-Relational Classification Algorithm for Complex Social Networks. Social Network Analysis and Mining, Springer, 2012, 2 (1), pp.17-29. ⟨10.1007/s13278-011-0034-8⟩. ⟨hal-01172456⟩

Yann Jacob, Ludovic Denoyer, Patrick Gallinari. Apprentissage automatique de la propagation des étiquettes dans les réseaux sociaux multirelationnels. Document Numérique, Lavoisier, 2012, 15 (1), pp.79--99. ⟨10.3166/dn.15.1.79-99⟩. ⟨hal-01357566⟩

Gabriel Dulac-Arnold, Ludovic Denoyer, Philippe Preux, Patrick Gallinari. Sequential approaches for learning datum-wise sparse representations. Machine Learning, Springer Verlag, 2012, 89 (1-2), pp.87-122. ⟨10.1007/s10994-012-5306-7⟩. ⟨hal-00747724⟩

Sheng Gao, Ludovic Denoyer, Patrick Gallinari, Jun Guo. Probabilistic Latent Tensor Factorization Model for Link Pattern Prediction in Multi-relational Networks. The Journal of China Universities of Posts and Telecommunications, 2012, 19 (2), pp.172-181. ⟨10.1016/S1005-8885(11)60425-1⟩. ⟨hal-01185466⟩

Thomas Beckers, Patrice Bellot, Gianluca Demartini, Ludovic Denoyer, Christopher M. de Vries, et al.. Report on INEX 2009. Sigir Forum, Association for Computing Machinery (ACM), 2010, 44 (1), pp.38-57. ⟨10.1145/1842890.1842897⟩. ⟨hal-01067846⟩

Alexandre Denoyer, Ludovic Denoyer, Jérémie Halfon, Samuel Majzoub, Pierre-Jean Pisella. A Comparative Study of Aspheric IOLs with Either Negative or No Spherical Aberrations. Journal of Cataract and Refractive Surgery, Elsevier, 2009, 35 (3), pp.496-503. ⟨10.1016/j.jcrs.2008.11.032⟩. ⟨hal-01172462⟩

Francis Maes, Ludovic Denoyer, Patrick Gallinari. Structured Prediction with Reinforcement Learning. Machine Learning, Springer Verlag, 2009, 77 (2-3), pp.271-301. ⟨10.1007/s10994-009-5140-8⟩. ⟨hal-01172474⟩

Gianluca Demartin, Ludovic Denoyer, Antoine Douce, Khairun Nisa Fachry, Patrick Gallinari, et al.. Report on INEX 2008. Sigir Forum, Association for Computing Machinery (ACM), 2009, 43 (1), pp.17-36. ⟨10.1145/1670598.1670603⟩. ⟨hal-01174277⟩

Alexandre Denoyer, Ludovic Denoyer, David Marotte, Marine Georget, Pierre-Jean Pisella. Intraindividual comparative study of corneal and ocular wavefront aberrations after biaxial microincision versus coaxial small-incision cataract surgery. British Journal of Ophthalmology, BMJ Publishing Group, 2008, 92 (12), pp.1679-1684. ⟨10.1136/bjo.2007.137067⟩. ⟨hal-01172470⟩

Alexandre Denoyer, Ludovic Denoyer, Jérémy Halfon, P-J Pisella. Influence of the Corneal Incision Size on Corneal and Ocular Higher-Order Aberrations After Cataract Surgery: Microincision versus Small-Incision. Investigative Ophthalmology & Visual Science, Association for Research in Vision and Ophthalmology, 2008, 49 (13), pp.5662--5662. ⟨hal-01357575⟩

Ludovic Denoyer, Patrick Gallinari. Report on the XML mining track at INEX 2007 categorization and clustering of XML documents. Sigir Forum, Association for Computing Machinery (ACM), 2008, 42 (1), pp.22-28. ⟨10.1145/1394251.1394255⟩. ⟨hal-01172481⟩

Guillaume Wisniewski, Francis Maes, Ludovic Denoyer, Patrick Gallinari. Modèle probabiliste pour l'extraction de structures dans les documents Web. Document Numérique, Lavoisier, 2007, 10 (1), pp.89-107. ⟨10.3166/dn.10.89-107⟩. ⟨hal-01172407⟩

Ludovic Denoyer, Patrick Gallinari. The XML Wikipedia Corpus. Sigir Forum, Association for Computing Machinery (ACM), 2006, 40 (1), pp.64-69. ⟨10.1145/1147197.1147210⟩. ⟨hal-01172244⟩

Ludovic Denoyer, Patrick Gallinari. Bayesian Network Model for Semi-Structured Document Classification. Information Processing and Management, Elsevier, 2004, 40 (5), pp.807-827. ⟨10.1016/j.ipm.2004.04.009⟩. ⟨hal-01172241⟩

Ludovic Denoyer, Patrick Gallinari. Un modèle de mixture de Modèles Génératifs pour les Documents Structurés Multimedia. Document Numérique, Lavoisier, 2004, 8 (3), pp.35-54. ⟨hal-01172242⟩

Perrine Cribier-Delande, Raphaël Puget, Vincent Guigue, Ludovic Denoyer. Time Series Prediction using Disentangled Latent Factors. ESANN 2020 - 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2020, Bruges, Belgium. ⟨hal-02503465⟩

Guillaume Lample, Alexandre Sablayrolles, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou. Large Memory Layers with Product Keys. NeurIPS 2019 - Thirty-third Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada. ⟨hal-02423249⟩

Wafa Aissa, Laure Soulier, Ludovic Denoyer. Modèle de compréhension du besoin en information pour la RI conversationnelle. CORIA 2019 - 16ème COnférence en Recherche d’Information et Applications, Mar 2019, Lyon, France. ⟨hal-02150653⟩

Mickaël Chen, Thierry Artières, Ludovic Denoyer. Unsupervised Object Segmentation by Redrawing. Advances in Neural Information Processing Systems 32 (NIPS 2019), Dec 2019, Vancouver, Canada. pp.12705-12716. ⟨hal-02443872⟩

Edouard Delasalles, Sylvain Lamprier, Ludovic Denoyer. Dynamic Neural Language Models. ICONIP 2019 - 26th International Conference on Neural Information Processing, Dec 2019, Sydney, Australia. pp.282-294, ⟨10.1007/978-3-030-36718-3_24⟩. ⟨hal-02459622⟩

Edouard Delasalles, Sylvain Lamprier, Ludovic Denoyer. Learning Dynamic Author Representations with Temporal Language Models. 2019 IEEE International Conference on Data Mining (ICDM), Nov 2019, Beijing, China. pp.120-129, ⟨10.1109/ICDM.2019.00022⟩. ⟨hal-02466142⟩

Tom Véniat, Olivier Schwander, Ludovic Denoyer. STOCHASTIC ADAPTIVE NEURAL ARCHITECTURE SEARCH FOR KEYWORD SPOTTING. ICASSP 2019 - International Conference on Acoustics, Speech, and Signal Processing, May 2019, Brighton, United Kingdom. ⟨hal-02063698⟩

Edouard Delasalles, Sylvain Lamprier, Ludovic Denoyer. Apprentissage de l'évolution langagière dans des communautés d'auteurs. 15ème COnférence en Recherche d'Informations et Applications - CORIA 2018, May 2018, Rennes, France. ⟨10.24348/coria.2018.paper15⟩. ⟨hal-02074995⟩

Qi Wang, Mickaël Chen, Thierry Artières, Ludovic Denoyer. Transferring Style in Motion Capture Sequences with Adversarial Learning. ESANN, Apr 2018, Bruges, Belgium. ⟨hal-02100672⟩

Wafa Aissa, Laure Soulier, Ludovic Denoyer. A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems. SCAI 2018 : 2nd edition of the workshop on Search-Oriented Conversational AI, Oct 2018, Bruxelles, Belgium. pp.33 - 39. ⟨hal-02002991⟩

Mickaël Chen, Ludovic Denoyer, Thierry Artières. Multi-View Data Generation Without View Supervision. 6th International Conference on Learning Representations (ICLR 2018), Apr 2018, Vancouver, Canada. ⟨hal-02101404⟩

Guillaume Lample, Neil Zeghidour, Nicolas Usunier, Antoine Bordes, Ludovic Denoyer, et al.. Fader Networks: Generating Image Variations by Sliding Attribute Values. 31st Conference on Neural Information Processing Systems (NIPS 2017), Dec 2017, Long Beach, CA, United States. pp.5969-5978. ⟨hal-01949501⟩

Nassim Aklil, Benoît Girard, Mehdi Khamassi, Ludovic Denoyer. Sequential Action Selection for Budgeted Localization in Robots. IEEE Robotic Computing 2017, IEEE, Apr 2017, Taichung, Taiwan. pp.97 - 100, ⟨10.1109/IRC.2017.19⟩. ⟨hal-01524808⟩

Gabriella Contardo, Ludovic Denoyer, Thierry Artières. A Meta-Learning Approach to One-Step Active-Learning. International Workshop on Automatic Selection, Configuration and Composition of Machine Learning Algorithms, Sep 2017, Skopje, Macedonia. pp.28-40. ⟨hal-01691472⟩

Ali Ziat, Edouard Delasalles, Ludovic Denoyer, Patrick Gallinari. Spatio-Temporal Neural Networks for Space-Time Series Forecasting and Relations Discovery. 2017 IEEE International Conference on Data Mining (ICDM), Nov 2017, La Nouvelle Orléans, LA, United States. pp.705-714, ⟨10.1109/ICDM.2017.80⟩. ⟨hal-02297513v2⟩

Mickaël Chen, Ludovic Denoyer. Multi-view Generative Adversarial Networks. ECML PKDD 2017, Sep 2017, Skopje, Macedonia. pp.175-188, ⟨10.1007/978-3-319-71246-8_11⟩. ⟨hal-02101339⟩

Guillaume Lample, Neil Zeghidour, Nicolas Usunier, Antoine Bordes, Ludovic Denoyer, et al.. Fader Networks: Manipulating Images by Sliding Attributes. 31st Conference on Neural Information Processing Systems (NIPS 2017), Dec 2017, Long Beach, CA, United States. pp.5969-5978. ⟨hal-02275215⟩

Ali Ziat, Bertrand Leroy, Nicolas Baskiotis, Ludovic Denoyer. Joint prediction of road-traffic and parking occupancy over a city with representation learning. 19th IEEE International Conference on Intelligent Transportation Systems, 2016, Rio de Janeiro, Brazil. ⟨10.1109/ITSC.2016.7795634⟩. ⟨hal-01568009⟩

Ali Ziat, Gabriella Contardo, Nicolas Baskiotis, Ludovic Denoyer. Learning Embeddings for Completion and Prediction of Relationnal Multivariate Time-Series. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning - ESANN, 2016, Unknown, Unknown Region. ⟨hal-01357554⟩

Aurélia Léon, Ludovic Denoyer. Policy-gradient methods for Decision Trees. ESANN - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2016, Unknown, Unknown Region. ⟨hal-01357555⟩

Gabriella Contardo, Ludovic Denoyer, Thierry Artières. Sequential Cost-Sensitive Feature Acquisition. IDA 2016, 2016, Unknown, Unknown Region. ⟨hal-01357556⟩

Thierry Artières, Gabriella Contardo, Ludovic Denoyer. Recurrent Neural Networks for Adaptive Feature Acquisition. 23rd International Conference on Neural Information Processing (ICONIP 2016), Oct 2016, Kyoto, Japan. pp.591-599, ⟨10.1007/978-3-319-46675-0_65⟩. ⟨hal-01874158⟩

Aurélia Léon, Ludovic Denoyer. Reinforced Decision Trees. European Workshop on Reinforcement Learning - EWRL, 2015, Unknown, Unknown Region. ⟨hal-01357557⟩

Thibault Gisselbrecht, Patrick Gallinari, Sylvain Lamprier, Ludovic Denoyer. WhichStreams: A Dynamic Approach for Focused Data Capture from Large Social Media. Ninth International Conference on Web and Social Media, ICWSM 2015, May 2015, Oxford, United Kingdom. pp.130-139. ⟨hal-01355397⟩

Thibault Gisselbrecht, Ludovic Denoyer, Patrick Gallinari, Sylvain Lamprier. Apprentissage en temps réel pour la collecte d'information dans les réseaux sociaux.. CORIA 2015 - Conférence en Recherche d'Infomations et Applications, Mar 2015, Paris, France. pp.7-22. ⟨hal-01355405⟩

Ali Ziat, Gabriella Contardo, Nicolas Baskiotis, Ludovic Denoyer. Car-traffic forecasting: A representation learning approach. Workshop MUD, Mining Urban Data 201, 2015, Unknown, Unknown Region. ⟨hal-01357558⟩

Simon Bourigault, Cédric Lagnier, Sylvain Lamprier, Ludovic Denoyer, Patrick Gallinari. Learning social network embeddings for predicting information diffusion. The 7th ACM international conference on Web search and data mining, Feb 2014, New York, United States. pp.393-402, ⟨10.1145/2556195.2556216⟩. ⟨hal-01211783⟩

Simon Bourigault, Cédric Lagnier, Sylvain Lamprier, Ludovic Denoyer, Patrick Gallinari. Apprentissage de représentation pour la diffusion d'Information dans les réseaux sociaux. COnférence en Recherche d'Information et Applications 2014, CORIA 2014, Mar 2014, Nancy, France. pp.155-170. ⟨hal-01211789⟩

Yann Jacob, Ludovic Denoyer, Patrick Gallinari. Learning latent representations of nodes for classifying in heterogeneous social networks. The 7th ACM international conference on Web search and data mining, Feb 2014, New York City, United States. pp.373--382, ⟨10.1145/2556195.2556225⟩. ⟨hal-01212733⟩

Gabriel Dulac-Arnold, Ludovic Denoyer, Nicolas Thome, Matthieu Cord, Patrick Gallinari. Sequentially Generated Instance-Dependent Image Representations for Classification. International Conference on Learning Representations, ICLR 2014, Apr 2014, Banff, Canada. ⟨hal-01215181⟩

Maria Laura Maag, Ludovic Denoyer, Patrick Gallinari. Graph Anonymization using Machine Learning. 2014 IEEE 28th International Conference on Advanced Information Networking and Applications, May 2014, Victoria, Canada. pp.1111-1118, ⟨10.1109/AINA.2014.20⟩. ⟨hal-01060592⟩

Ludovic Denoyer, Patrick Gallinari. Deep Sequential Neural Networks. EWRL 2015 - Workshop Deep Learning NIPS 2014, 2014, Unknown, Unknown Region. ⟨hal-01357560⟩

Yann Jacob, Ludovic Denoyer, Patrick Gallinari. Classification dans les graphes hétérogénes basée sur une représentation latente des noeuds. CORIA 2013, Apr 2013, Neuchâtel, Suisse. pp.85-100. ⟨hal-00823267⟩

Ricardo Lage, Ludovic Denoyer, Patrick Gallinari, Peter Dolog. Choosing which message to publish on social networks: A Contextual bandit approach. IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013, Aug 2013, Niagara Falls, Ontario, Canada. pp.620-627. ⟨hal-01215178⟩

Sheng Gao, Ludovic Denoyer, Patrick Gallinari, Jun Guo. Latent factor blockmodel for modelling relational data. 35th European Conference on IR Research, ECIR 2013, Mar 2013, Moscou, Russia. pp.447-458, ⟨10.1007/978-3-642-36973-5_38⟩. ⟨hal-01357563⟩

Cédric Lagnier, Ludovic Denoyer, Eric Gaussier, Patrick Gallinari. Predicting Information Diffusion in Social Networks using Content and User's Profiles. 35th European Conference on IR Research, ECIR 2013, Mar 2013, Moscou, Russia. pp.74-85, ⟨10.1007/978-3-642-36973-5_7⟩. ⟨hal-00881524⟩

Sheng Gao, Ludovic Denoyer, Patrick Gallinari. Link Prediction via Latent Factor Blockmodel. WWW'12 - The 21st International Conference on World Wide Web, Apr 2012, Lyon, France. pp.507-508, ⟨10.1145/2187980.2188100⟩. ⟨hal-00687014⟩

Gabriel Dulac-Arnold, Ludovic Denoyer, Philippe Preux, Patrick Gallinari. Classification Localement Parcimonieuse par Méthodes Séquentielles. CAP 2012 - Conférence Francophone sur l'Apprentissage Automatique, May 2012, Nancy, France. ⟨hal-01357567⟩

Anis Najar, Ludovic Denoyer, Patrick Gallinari. Predicting information diffusion on social networks with partial knowledge. WWW'12 - The 21st International Conference on World Wide Web, Apr 2012, Lyon, France. pp.1197-1204, ⟨10.1145/2187980.2188261⟩. ⟨hal-01357568⟩

Gabriel Dulac-Arnold, Ludovic Denoyer, Philippe Preux, Patrick Gallinari. Apprentissage par renforcement rapide pour des grands ensembles d'actions en utilisant des codes correcteurs d'erreur. Journées Francophones sur la planification, la décision et l'apprentissage pour le contrôle des systèmes - JFPDA 2012, May 2012, Villers-lès-Nancy, France. 12 p. ⟨hal-00736322⟩

Gabriel Dulac-Arnold, Ludovic Denoyer, Philippe Preux, Patrick Gallinari. Fast Reinforcement Learning with Large Action Sets Using Error-Correcting Output Codes for MDP Factorization. European Conference on Machine Learning, Sep 2012, Bristol, United Kingdom. pp.180-194, ⟨10.1007/978-3-642-33486-3_12⟩. ⟨hal-00747729⟩

Gabriel Dulac-Arnold, Ludovic Denoyer, Patrick Gallinari. Lecture Séquentielle de Documents pour la Classification. CORIA, Mar 2012, Bordeaux, France. pp.245-259. ⟨hal-01271754⟩

Sheng Gao, Ludovic Denoyer, Patrick Gallinari. Prédiction de Liens Temporels en Intégrant les Informations de Contenu et de Structure. Seconde conférence sur les Modèles et l′Analyse des Réseaux : Approches Mathématiques et Informatique, Oct 2011, Grenoble, France. pp.1-14. ⟨hal-00687013⟩

Gabriel Dulac-Arnold, Ludovic Denoyer, Philippe Preux, Patrick Gallinari. Datum-wise classification. A sequential Approach to sparsity. ECML PKDD 2011 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2011, Athens, Greece. pp.375-390, ⟨10.1007/978-3-642-23780-5_34⟩. ⟨hal-00772986⟩

Yann Jacob, Ludovic Denoyer, Patrick Gallinari. Classification and Annotation in Social Corpora using Multiple Relations. The 20th ACM international conference on Information and knowledge management CIKM'11, Oct 2011, Glasgow, United Kingdom. pp.1215-1220, ⟨10.1145/2063576.2063752⟩. ⟨hal-01286078⟩

Sheng Gao, Ludovic Denoyer, Patrick Gallinari. Temporal Link Prediction by Integrating Content and Structure Information. The 20th ACM international conference on Information and knowledge management, CIKM'11, Oct 2011, Glasgow, United Kingdom. pp.1169-1174, ⟨10.1145/2063576.2063744⟩. ⟨hal-01286080⟩

Yann Jacob, Ludovic Denoyer, Patrick Gallinari. Apprentissage des schemas de propagation dans les multi-graphes. COnférence en Recherche d'Infomations et Applications - CORIA 2011, Mar 2011, Avignon, France. pp.159-174. ⟨hal-01286082⟩

Gabriel Dulac-Arnold, Ludovic Denoyer, Patrick Gallinari. Text Classification: A Sequential Reading Approach. 33rd European Conference on Information Retrieval (ECIR 2011), Apr 2011, Dublin, Ireland. pp.411-423, ⟨10.1007/978-3-642-20161-5_41⟩. ⟨inria-00607185⟩

Sheng Gao, Ludovic Denoyer, Patrick Gallinari. Link pattern prediction with tensor decomposition in multi-relational networks. CIDM 2011 - IEEE Symposium on Computational Intelligence and Data Mining, Apr 2011, Paris, France. pp.333-340, ⟨10.1109/CIDM.2011.5949306⟩. ⟨hal-00687012⟩

Sheng Gao, Ludovic Denoyer, Patrick Gallinari. Prédiction de Motifs Relationnels par Décomposition Tensorielle dans les Réseaux Sociaux. Workshop Reiso 2010, May 2010, Marseille, France. pp.51-58. ⟨hal-01288799⟩

Stephane Peters, Ludovic Denoyer, Patrick Gallinari. Iterative annotation of multi-relational social networks. Advances in Social Networks Analysis and Mining (ASONAM), 2010 International Conference on, 2010, Unknown, Unknown Region. pp.96--103. ⟨hal-01357569⟩

Artem Sokolov, Tanguy Urvoy, Ludovic Denoyer, Olivier Ricard. MADSPAM Consortium at the ECML/PKDD Discovery Challenge 2010 : 1st place for the English quality task. ECML/PKDD Discovery Challenge, Sep 2010, Barcelone, Spain. ⟨hal-01292059⟩

Ludovic Denoyer, Patrick Gallinari. A Ranking based Model for Automatic Annotation in a Social Network. The Fourth International AAAI Conference on Weblogs and Social Media, ICWSM 2010, May 2010, Washington, DC, United States. pp.231-234. ⟨hal-01292064⟩

Ludovic Denoyer, Patrick Gallinari. Modèles d'Ordonnancement pour l'Annotation Automatique d'Images dans les Réseaux Sociaux. CORIA 2010, Mar 2010, Sousse, Tunisie. ⟨hal-01292066⟩

Ludovic Denoyer, Patrick Gallinari. Report on the xml mining classification track at inex 2009. INitiative for the Evaluation of XML Retrieval 2009 Workshop Preproceedings (INEX 2009), 2009, Unknown, Unknown Region. pp.339--343. ⟨hal-01357574⟩

Richi Nayak, Christopher M. de Vries, Sangeetha Kutty, Shlomo Geva, Ludovic Denoyer, et al.. Overview of the INEX 2009 XML Mining Track: Clustering and Classification of XML Documents. 8th International Workshop of the Initiative for the Evaluation of XML Retrieval, INEX 2009, Dec 2009, Brisbane, Australia. pp.366-378, ⟨10.1007/978-3-642-14556-8_36⟩. ⟨hal-01292038⟩

Ali Fakeri-Tabrizi, Sabrina Tollari, Ludovic Denoyer, Patrick Gallinari. UPMC/LIP6 at ImageCLEFannotation 2009: Large Scale Visual Concept Detection and Annotation. CLEF working notes 2009, Sep 2009, Corfu, Greece. ⟨hal-01298008⟩

Francis Maes, Stephane Peters, Ludovic Denoyer, Patrick Gallinari. SICA : Simulated Iterative Classification - A new larning method for graph labelling. ECML PKDD 2009, Sep 2009, Bled, Slovenia. pp.47-62, ⟨10.1007/978-3-642-04174-7_4⟩. ⟨hal-01298020⟩

Carlos Castillo, Kumar Chellapilla, Ludovic Denoyer. Web spam challenge 2008. 4th International Workshop on Adversarial Information Retrieval on the Web (AIRWeb), Apr 2008, Beijing, China. ⟨hal-01357576⟩

Francis Maes, Ludovic Denoyer, Patrick Gallinari. Apprentissage de conversion de documents semi-structures a partir d’exemples. CORIA 2008 - Conférence en Recherche d'Informations et Applications, Mar 2008, Tregastel, France. pp.181-196. ⟨hal-01357578⟩

Francis Maes, Ludovic Denoyer, Patrick Gallinari. Applications of Reinforcement Learning to Structured Prediction. European Workshop on Reinforcement Learning, Jun 2008, Villeneuve d’Ascq, France. pp.205-219, ⟨10.1007/978-3-540-89722-4_16⟩. ⟨hal-01305074⟩

Carlos Castillo, Brian Davison, Ludovic Denoyer, Patrick Gallinari. Web spam challenge track ii. ECML/PKDD Graph Labelling Workshop, Sep 2007, Warsaw, Poland. ⟨hal-01357581⟩

Francis Maes, Ludovic Denoyer, Patrick Gallinari. Sequence Labelling with Reinforcement Learning and Ranking Algorithms. 18th European Conference on Machine Learning, ECML 2007, Sep 2007, Warsaw, Poland. pp.648-657, ⟨10.1007/978-3-540-74958-5_64⟩. ⟨hal-01336187⟩

Adam Meyers, Nancy Ide, Ludovic Denoyer, Yusuke Shinyama. Shared Corpora Working Group Report. The LAW, Linguistic Annotation Workshop, Jun 2007, Prague, Czech Republic. pp.184-190. ⟨hal-01336192⟩

Guillaume Wisniewski, Francis Maes, Ludovic Denoyer, Patrick Gallinari. Probabilistic Model for Structured Document Mapping. 5th International Conference on Machine Learning and Data Mining for Pattern Recognition (MLDM'07'), Jul 2007, Leizig, Germany. pp.854-867, ⟨10.1007/978-3-540-73499-4_64⟩. ⟨hal-01336148⟩

Guillaume Wisniewski, Ludovic Denoyer, Francis Maes, Patrick Gallinari. Modèle probabiliste pour l'extraction de structures dans les documents semi-structurés: Application aux documents Web. 3eme Conference en Recherche d'Information et Applications (CORIA'06), Mar 2006, Lyon, France. pp.169-180. ⟨hal-01352081⟩

Ludovic Denoyer, Patrick Gallinari, Anne-Marie Vercoustre. Report on the XML Mining Track at INEX 2005 and INEX 2006, Categorization and Clustering of XML Documents. 5th International Workshop of the Initiative for the Evaluation of XML Retrieval, INEX 2006, Dec 2006, Dagstuhl, Germany. pp.432-443, ⟨10.1007/978-3-540-73888-6_41⟩. ⟨inria-00173420⟩

Ludovic Denoyer, Patrick Gallinari. The Wikipedia XML Corpus. Advances in XML Information Retrieval and Evaluation: Fifth Workshop of the INitiative for the Evaluation of XML Retrieval (INEX'06), Dec 2006, Dagstuhl, Germany. pp.12-19, ⟨10.1007/978-3-540-73888-6_2⟩. ⟨hal-01335922⟩

Francis Maes, Ludovic Denoyer, Patrick Gallinari. XML Structure Mapping, Application to the PASCAL/INEX 2006 XML Document Mining Track. Advances in XML Information Retrieval and Evaluation: Fifth Workshop of the INitiative for the Evaluation of XML Retrieval (INEX'06), Dec 2006, Dagstuhl, Germany. pp.540-551, ⟨10.1007/978-3-540-73888-6_49⟩. ⟨hal-01335987⟩

Patrick Gallinari, Guillaume Wisniewski, Francis Maes, Ludovic Denoyer. Stochastic models for document restructuration. ECML'05 Workshop on Relationnal Machine Learning, Oct 2005, Porto, Portugal. ⟨hal-01357589⟩

Guillaume Wisniewski, Ludovic Denoyer, Patrick Gallinari. Classification automatique de documents structurés. Application au corpus d’arbres étiquetés de type XML. CORIA 2005 - 2ème Conférence en Recherche d'Informations et Applications, Mar 2005, Grenoble, France. pp.167-184. ⟨hal-01357590⟩

Guillaume Wisniewski, Ludovic Denoyer, Patrick Gallinari. Restructuration automatique de documents dans les corpus semi structurés hétérogènes. Extraction et Gestion de Connaissances (EGC'05), Jan 2005, Paris, France. pp.227-238. ⟨hal-01357585⟩

Ludovic Denoyer, Guillaume Wisniewski, Patrick Gallinari. Classification automatique de structures arborescentes à l’aide du noyau de Fisher: Application aux documents XML. 6ème Congrès européen de science des systèmes, Sep 2005, Paris, France. ⟨hal-01357588⟩

Ludovic Denoyer, P Gallinari. XML document mining challenge. Advances in XML Information Retrieval and Evaluation, 5th International Workshop of the Initiative for the Evaluation of XML Retrieval (INEX06), 2005, Unknown, Unknown Region. ⟨hal-01357586⟩

Ludovic Denoyer, Guillaume Wisniewski, Patrick Gallinari. Document structure matching for heterogeneous corpora. SIGIR 2004 workshop on XML and Information Retrieval, Jul 2004, Sheffield, United Kingdom. ⟨hal-01357592⟩

Ludovic Denoyer, Jean-Noël Vittaut, Patrick Gallinari, Sylvie Brunessaux, Stephan Brunessaux. Structured Multimedia Document Classification. ACM Document Engeneering, Nov 2003, Grenoble, France. pp.153-160, ⟨10.1145/958220.958249⟩. ⟨hal-01357593⟩

Ludovic Denoyer, Patrick Gallinari. A belief networks-based generative model for structured documents. An application to the XML categorization. MLDM 2003 - Third International Conference on Machine Learning and Data Mining in Pattern Recognition, Jul 2003, Leipzig, Germany. pp.328-342, ⟨10.1007/3-540-45065-3_29⟩. ⟨hal-01357594⟩

Ludovic Denoyer, Patrick Gallinari. Using belief networks and Fisher kernels for structured document classification. PKDD 2003 - 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, Sep 2003, Cavtat-Dubrovnik, Croatia. pp.120-131, ⟨10.1007/978-3-540-39804-2_13⟩. ⟨hal-01357596⟩

Huyen-Trang Vu, Ludovic Denoyer, Patrick Gallinari. Un modèle statistique pour la classification de documents structurés. Journées francophones d'Extraction et de Gestion des Connaissances (EGC 2003), Jan 2003, Lyon, France. ⟨hal-01357597⟩

Benjamin Piwowarski, Ludovic Denoyer, Patrick Gallinari. Un modèle pour la recherche d’information sur des documents structurés. 6èmes Journées internationales d'Analyse statistique des Données Textuelles (JADT 2002), Mar 2002, Saint-Malo, France. ⟨hal-01357598⟩

Ludovic Denoyer, Hugo Zaragoza, Patrick Gallinari. HMM-based passage models for document classification and ranking. ECIR'01 - 23rd European Colloquium on Information Retrieval Research, Apr 2001, Darmstadt, Germany. pp.126-135. ⟨hal-01357599⟩

Gabriella Contardo, Ludovic Denoyer, Thierry Artières. Representation Learning for cold-start recommendation. ICLR, Apr 2014, Banff, Canada. 2014. ⟨hal-01357559⟩

Cédric Lagnier, Simon Bourigault, Sylvain Lamprier, Ludovic Denoyer, Patrick Gallinari. Learning Information Spread in Content Networks. ICLR 2014 - International Conference on Learning Representations, Apr 2014, Banff, Canada. pp.abs/1312.6169, 2014, CoRR. ⟨hal-01357961⟩

Gabriella Contardo, Ludovic Denoyer, Thierry Artières, Patrick Gallinari. Learning States Representations in POMDP. International Conference on Learning Representations, ICLR 2014, Apr 2014, Banff, Canada. 2014. ⟨hal-01222594⟩

Ludovic Denoyer, Patrick Gallinari. Deep Sequential Neural Network. Deep Learning and Representation Learning Workshop, NIPS 2014, Dec 2014, Montreal, Canada. ⟨hal-01222608⟩

Marc Sebban, Ludovic Denoyer, Amaury Habrard. Proceddings of 16ème Conférence d’Apprentissage CAp’2014. 2014. ⟨hal-01357561⟩

Carlos Castillo, Brian Davison, Ludovic Denoyer, Patrick Gallinari. PROCEEDINGS OF THE GRAPH LABELLING WORKSHOP AND WEB SPAM CHALLENGE. 2007. ⟨hal-01357582⟩

Francis Maes, Ludovic Denoyer, Patrick Gallinari. Corpus-Based Structure Mapping of XML Document Corpora: A Reinforcement Learning Based Model. Modeling, Learning, and Processing of Text Technological Data Structures, 370, Springer Berlin/Heidelberg, pp.249-266, 2012, Studies in Computational Intelligence, 978-3-642-22612-0. ⟨10.1007/978-3-642-22613-7_13⟩. ⟨hal-01305048⟩

Ludovic Denoyer, Patrick Gallinari. Machine Learning for Semi-Structured Multimedia Documents : Application to pornographic filtering and thematic categorization. Machine Learning Techniques for Multimedia Content, Springer, pp.227-247, 2008, Cognitive Technologies, 978-3-540-75170-0. ⟨10.1007/978-3-540-75171-7_10⟩. ⟨hal-01305052⟩

Laurent Candillier, Ludovic Denoyer, Patrick Gallinari, Marie-Christine Rousset, Alexandre Termier, et al.. Mining XML Documents. P. Poncelet, F. Masseglia, M. Teisseire. Data Mining Patterns: New Methods and Applications, Information Science Reference, pp.198-219, 2007, ⟨10.4018/978-1-59904-162-9.ch009⟩. ⟨inria-00188899⟩

Ludovic Denoyer, Patrick Gallinari. Semi Structured Document Classification. Encyclopedia Of Data Warehousing And Mining, Information Science, 2004, 9781591405573. ⟨hal-01520409⟩

Mickaël Chen, Ludovic Denoyer, Thierry Artières. Multi-View Data Generation Without View Supervision. 2018. ⟨hal-01689997⟩

Gabriella Contardo, Ludovic Denoyer, Thierry Artières. A Meta-Learning Approach to One-Step Active Learning. 2018. ⟨hal-01690004⟩

Sheng Gao, Ludovic Denoyer, Patrick Gallinari. Modeling Relational Data via Latent Factor Blockmodel. 2012. ⟨hal-00693841⟩