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Ludovic Denoyer

115
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Publications

Spatio-temporal neural networks for space-time data modeling and relation discovery

Edouard Delasalles , Ali Ziat , Ludovic Denoyer , Patrick Gallinari
Knowledge and Information Systems (KAIS), 2019, 61 (3), pp.1241-1267. ⟨10.1007/s10115-018-1291-x⟩
Journal articles hal-02336358v1
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Sequential Action Selection and Active Sensing for Budgeted Localization in Robot Navigation

Nassim Aklil , Benoît Girard , Ludovic Denoyer , Mehdi Khamassi
International Journal of Semantic Computing, 2018, 12 (01), pp.109-127. ⟨10.1142/S1793351X18400068⟩
Journal articles hal-02324047v1

Representation Learning for Classification in Heterogeneous Graphs with Application to Social Networks

Ludovic dos Santos , Benjamin Piwowarski , Ludovic Denoyer , Patrick Gallinari
ACM Transactions on Knowledge Discovery from Data (TKDD), 2018, 12 (5), pp.1 - 33. ⟨10.1145/3201603⟩
Journal articles hal-01853928v1

Adversarial learning for modeling human motion

Thierry Artières , Qi Wang , Mickaël Chen , Ludovic Denoyer
The Visual Computer, 2018, pp.1-20. ⟨10.1007/s00371-018-1594-7⟩
Journal articles hal-01874144v1

Apprentissage en temps réel pour la collecte d'information dans les réseaux sociaux

Thibault Gisselbrecht , Ludovic Denoyer , Patrick Gallinari , Sylvain Lamprier
Document numérique - Revue des sciences et technologies de l'information. Série Document numérique, 2015, 18 (2-3), pp.39--58. ⟨10.3166/dn.18.2-3.39-58⟩
Journal articles hal-01357959v1

Probabilistic Latent Tensor Factorization Model for Link Pattern Prediction in Multi-relational Networks

Sheng Gao , Ludovic Denoyer , Patrick Gallinari , Jun Guo
The Journal of China Universities of Posts and Telecommunications, 2012, 19 (2), pp.172-181. ⟨10.1016/S1005-8885(11)60425-1⟩
Journal articles hal-01185466v1

Apprentissage automatique de la propagation des étiquettes dans les réseaux sociaux multirelationnels

Yann Jacob , Ludovic Denoyer , Patrick Gallinari
Document numérique - Revue des sciences et technologies de l'information. Série Document numérique, 2012, 15 (1), pp.79--99. ⟨10.3166/dn.15.1.79-99⟩
Journal articles hal-01357566v1
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Sequential approaches for learning datum-wise sparse representations

Gabriel Dulac-Arnold , Ludovic Denoyer , Philippe Preux , Patrick Gallinari
Machine Learning, 2012, 89 (1-2), pp.87-122. ⟨10.1007/s10994-012-5306-7⟩
Journal articles hal-00747724v1

Iterative Multi-Label Multi-Relational Classification Algorithm for Complex Social Networks

Stephane Peters , Yann Jacob , Ludovic Denoyer , Patrick Gallinari
Social Network Analysis and Mining, 2012, 2 (1), pp.17-29. ⟨10.1007/s13278-011-0034-8⟩
Journal articles hal-01172456v1
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Report on INEX 2009

Thomas Beckers , Patrice Bellot , Gianluca Demartini , Ludovic Denoyer , Christopher M. de Vries et al.
Sigir Forum, 2010, 44 (1), pp.38-57. ⟨10.1145/1842890.1842897⟩
Journal articles hal-01067846v1

A Comparative Study of Aspheric IOLs with Either Negative or No Spherical Aberrations

Alexandre Denoyer , Ludovic Denoyer , Jérémie Halfon , Samuel Majzoub , Pierre-Jean Pisella et al.
Journal of Cataract and Refractive Surgery, 2009, 35 (3), pp.496-503. ⟨10.1016/j.jcrs.2008.11.032⟩
Journal articles hal-01172462v1

Report on INEX 2008

Gianluca Demartin , Ludovic Denoyer , Antoine Douce , Khairun Nisa Fachry , Patrick Gallinari et al.
Sigir Forum, 2009, 43 (1), pp.17-36. ⟨10.1145/1670598.1670603⟩
Journal articles hal-01174277v1

Structured Prediction with Reinforcement Learning

Francis Maes , Ludovic Denoyer , Patrick Gallinari
Machine Learning, 2009, 77 (2-3), pp.271-301. ⟨10.1007/s10994-009-5140-8⟩
Journal articles hal-01172474v1

Influence of the Corneal Incision Size on Corneal and Ocular Higher-Order Aberrations After Cataract Surgery: Microincision versus Small-Incision

Alexandre Denoyer , Ludovic Denoyer , Jérémy Halfon , P-J Pisella
Investigative Ophthalmology & Visual Science, 2008, 49 (13), pp.5662--5662
Journal articles hal-01357575v1

Intraindividual comparative study of corneal and ocular wavefront aberrations after biaxial microincision versus coaxial small-incision cataract surgery

Alexandre Denoyer , Ludovic Denoyer , David Marotte , Marine Georget , Pierre-Jean Pisella et al.
British Journal of Ophthalmology, 2008, 92 (12), pp.1679-1684. ⟨10.1136/bjo.2007.137067⟩
Journal articles hal-01172470v1

Report on the XML mining track at INEX 2007 categorization and clustering of XML documents

Ludovic Denoyer , Patrick Gallinari
Sigir Forum, 2008, 42 (1), pp.22-28. ⟨10.1145/1394251.1394255⟩
Journal articles hal-01172481v1

Modèle probabiliste pour l'extraction de structures dans les documents Web

Guillaume Wisniewski , Francis Maes , Ludovic Denoyer , Patrick Gallinari
Document numérique - Revue des sciences et technologies de l'information. Série Document numérique, 2007, 10 (1), pp.89-107. ⟨10.3166/dn.10.89-107⟩
Journal articles hal-01172407v1

The XML Wikipedia Corpus

Ludovic Denoyer , Patrick Gallinari
Sigir Forum, 2006, 40 (1), pp.64-69. ⟨10.1145/1147197.1147210⟩
Journal articles hal-01172244v1

Bayesian Network Model for Semi-Structured Document Classification

Ludovic Denoyer , Patrick Gallinari
Information Processing and Management, 2004, 40 (5), pp.807-827. ⟨10.1016/j.ipm.2004.04.009⟩
Journal articles hal-01172241v1

Un modèle de mixture de Modèles Génératifs pour les Documents Structurés Multimedia

Ludovic Denoyer , Patrick Gallinari
Document numérique - Revue des sciences et technologies de l'information. Série Document numérique, 2004, 8 (3), pp.35-54
Journal articles hal-01172242v1
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State of the Art of User Simulation approaches for conversational information retrieval

Pierre Erbacher , Laure Soulier , Ludovic Denoyer
CSR-Sim4IR 2021 Causality in Search and Recommendation and Simulation of Information Retrieval Evaluation 2021, Jul 2021, Online, Canada
Conference papers hal-03480742v1

Time Series Prediction using Disentangled Latent Factors

Perrine Cribier-Delande , Raphaël Puget , Vincent Guigue , Ludovic Denoyer
ESANN 2020 - 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2020, Bruges, Belgium
Conference papers hal-02503465v1

Dynamic Neural Language Models

Edouard Delasalles , Sylvain Lamprier , Ludovic Denoyer
ICONIP 2019 - 26th International Conference on Neural Information Processing, Dec 2019, Sydney, Australia. pp.282-294, ⟨10.1007/978-3-030-36718-3_24⟩
Conference papers hal-02459622v1
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STOCHASTIC ADAPTIVE NEURAL ARCHITECTURE SEARCH FOR KEYWORD SPOTTING

Tom Véniat , Olivier Schwander , Ludovic Denoyer
ICASSP 2019 - International Conference on Acoustics, Speech, and Signal Processing, May 2019, Brighton, United Kingdom
Conference papers hal-02063698v1

Learning Dynamic Author Representations with Temporal Language Models

Edouard Delasalles , Sylvain Lamprier , Ludovic Denoyer
2019 IEEE International Conference on Data Mining (ICDM), Nov 2019, Beijing, China. pp.120-129, ⟨10.1109/ICDM.2019.00022⟩
Conference papers hal-02466142v1

Unsupervised Object Segmentation by Redrawing

Mickaël Chen , Thierry Artières , Ludovic Denoyer
Advances in Neural Information Processing Systems 32 (NIPS 2019), Dec 2019, Vancouver, Canada. pp.12705-12716
Conference papers hal-02443872v1
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Modèle de compréhension du besoin en information pour la RI conversationnelle

Wafa Aissa , Laure Soulier , Ludovic Denoyer
CORIA 2019 - 16ème COnférence en Recherche d’Information et Applications, Mar 2019, Lyon, France
Conference papers hal-02150653v1

Large Memory Layers with Product Keys

Guillaume Lample , Alexandre Sablayrolles , Marc'Aurelio Ranzato , Ludovic Denoyer , Hervé Jégou et al.
NeurIPS 2019 - Thirty-third Conference on Neural Information Processing Systems, Dec 2019, Vancouver, Canada
Conference papers hal-02423249v1
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Transferring Style in Motion Capture Sequences with Adversarial Learning

Qi Wang , Mickaël Chen , Thierry Artières , Ludovic Denoyer
ESANN, Apr 2018, Bruges, Belgium
Conference papers hal-02100672v1
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A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems

Wafa Aissa , Laure Soulier , Ludovic Denoyer
SCAI 2018 : 2nd edition of the workshop on Search-Oriented Conversational AI, Oct 2018, Bruxelles, Belgium. pp.33 - 39
Conference papers hal-02002991v1
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Multi-View Data Generation Without View Supervision

Mickaël Chen , Ludovic Denoyer , Thierry Artières
6th International Conference on Learning Representations (ICLR 2018), Apr 2018, Vancouver, Canada
Conference papers hal-02101404v1

Apprentissage de l'évolution langagière dans des communautés d'auteurs

Edouard Delasalles , Sylvain Lamprier , Ludovic Denoyer
15ème COnférence en Recherche d'Informations et Applications - CORIA 2018, May 2018, Rennes, France. ⟨10.24348/coria.2018.paper15⟩
Conference papers hal-02074995v1

Fader Networks: Generating Image Variations by Sliding Attribute Values

Guillaume Lample , Neil Zeghidour , Nicolas Usunier , Antoine Bordes , Ludovic Denoyer et al.
31st Conference on Neural Information Processing Systems (NIPS 2017), Dec 2017, Long Beach, CA, United States. pp.5969-5978
Conference papers hal-01949501v1
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Spatio-Temporal Neural Networks for Space-Time Series Forecasting and Relations Discovery

Ali Ziat , Edouard Delasalles , Ludovic Denoyer , Patrick Gallinari
2017 IEEE International Conference on Data Mining (ICDM), Nov 2017, La Nouvelle Orléans, LA, United States. pp.705-714, ⟨10.1109/ICDM.2017.80⟩
Conference papers hal-02297513v2
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A Meta-Learning Approach to One-Step Active-Learning

Gabriella Contardo , Ludovic Denoyer , Thierry Artières
International Workshop on Automatic Selection, Configuration and Composition of Machine Learning Algorithms, Sep 2017, Skopje, Macedonia. pp.28-40
Conference papers hal-01691472v1
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Fader Networks: Manipulating Images by Sliding Attributes

Guillaume Lample , Neil Zeghidour , Nicolas Usunier , Antoine Bordes , Ludovic Denoyer et al.
31st Conference on Neural Information Processing Systems (NIPS 2017), Dec 2017, Long Beach, CA, United States. pp.5969-5978
Conference papers hal-02275215v1
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Sequential Action Selection for Budgeted Localization in Robots

Nassim Aklil , Benoît Girard , Mehdi Khamassi , Ludovic Denoyer
IEEE Robotic Computing 2017, IEEE, Apr 2017, Taichung, Taiwan. pp.97 - 100, ⟨10.1109/IRC.2017.19⟩
Conference papers hal-01524808v1
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Multi-view Generative Adversarial Networks

Mickaël Chen , Ludovic Denoyer
ECML PKDD 2017, Sep 2017, Skopje, Macedonia. pp.175-188, ⟨10.1007/978-3-319-71246-8_11⟩
Conference papers hal-02101339v1

Policy-gradient methods for Decision Trees

Aurélia Léon , Ludovic Denoyer
ESANN - European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, 2016, Unknown, Unknown Region
Conference papers hal-01357555v1

Learning Embeddings for Completion and Prediction of Relationnal Multivariate Time-Series

Ali Ziat , Gabriella Contardo , Nicolas Baskiotis , Ludovic Denoyer
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning - ESANN, 2016, Unknown, Unknown Region
Conference papers hal-01357554v1
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Recurrent Neural Networks for Adaptive Feature Acquisition

Thierry Artières , Gabriella Contardo , Ludovic Denoyer
23rd International Conference on Neural Information Processing (ICONIP 2016), Oct 2016, Kyoto, Japan. pp.591-599, ⟨10.1007/978-3-319-46675-0_65⟩
Conference papers hal-01874158v1

Joint prediction of road-traffic and parking occupancy over a city with representation learning

Ali Ziat , Bertrand Leroy , Nicolas Baskiotis , Ludovic Denoyer
19th IEEE International Conference on Intelligent Transportation Systems, 2016, Rio de Janeiro, Brazil. ⟨10.1109/ITSC.2016.7795634⟩
Conference papers hal-01568009v1

Sequential Cost-Sensitive Feature Acquisition

Gabriella Contardo , Ludovic Denoyer , Thierry Artières
IDA 2016, 2016, Unknown, Unknown Region
Conference papers hal-01357556v1

Reinforced Decision Trees

Aurélia Léon , Ludovic Denoyer
European Workshop on Reinforcement Learning - EWRL, 2015, Unknown, Unknown Region
Conference papers hal-01357557v1

Car-traffic forecasting: A representation learning approach

Ali Ziat , Gabriella Contardo , Nicolas Baskiotis , Ludovic Denoyer
Workshop MUD, Mining Urban Data 201, 2015, Unknown, Unknown Region
Conference papers hal-01357558v1
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Apprentissage en temps réel pour la collecte d'information dans les réseaux sociaux.

Thibault Gisselbrecht , Ludovic Denoyer , Patrick Gallinari , Sylvain Lamprier
CORIA 2015 - Conférence en Recherche d'Infomations et Applications, Mar 2015, Paris, France. pp.7-22
Conference papers hal-01355405v1

WhichStreams: A Dynamic Approach for Focused Data Capture from Large Social Media

Thibault Gisselbrecht , Patrick Gallinari , Sylvain Lamprier , Ludovic Denoyer
Ninth International Conference on Web and Social Media, ICWSM 2015, May 2015, Oxford, United Kingdom. pp.130-139
Conference papers hal-01355397v1

Learning social network embeddings for predicting information diffusion

Simon Bourigault , Cédric Lagnier , Sylvain Lamprier , Ludovic Denoyer , Patrick Gallinari et al.
The 7th ACM international conference on Web search and data mining, Feb 2014, New York, United States. pp.393-402, ⟨10.1145/2556195.2556216⟩
Conference papers hal-01211783v1

Deep Sequential Neural Networks

Ludovic Denoyer , Patrick Gallinari
EWRL 2015 - Workshop Deep Learning NIPS 2014, 2014, Unknown, Unknown Region
Conference papers hal-01357560v1

Graph Anonymization using Machine Learning

Maria Laura Maag , Ludovic Denoyer , Patrick Gallinari
2014 IEEE 28th International Conference on Advanced Information Networking and Applications, May 2014, Victoria, Canada. pp.1111-1118, ⟨10.1109/AINA.2014.20⟩
Conference papers hal-01060592v1

Sequentially Generated Instance-Dependent Image Representations for Classification

Gabriel Dulac-Arnold , Ludovic Denoyer , Nicolas Thome , Matthieu Cord , Patrick Gallinari et al.
International Conference on Learning Representations, ICLR 2014, Apr 2014, Banff, Canada
Conference papers hal-01215181v1

Apprentissage de représentation pour la diffusion d'Information dans les réseaux sociaux

Simon Bourigault , Cédric Lagnier , Sylvain Lamprier , Ludovic Denoyer , Patrick Gallinari et al.
COnférence en Recherche d'Information et Applications 2014, CORIA 2014, Mar 2014, Nancy, France. pp.155-170
Conference papers hal-01211789v1

Learning latent representations of nodes for classifying in heterogeneous social networks

Yann Jacob , Ludovic Denoyer , Patrick Gallinari
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⟩
Conference papers hal-01212733v1

Choosing which message to publish on social networks: A Contextual bandit approach

Ricardo Lage , Ludovic Denoyer , Patrick Gallinari , Peter Dolog
IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013, Aug 2013, Niagara Falls, Ontario, Canada. pp.620-627
Conference papers hal-01215178v1

Latent factor blockmodel for modelling relational data

Sheng Gao , Ludovic Denoyer , Patrick Gallinari , Jun Guo
35th European Conference on IR Research, ECIR 2013, Mar 2013, Moscou, Russia. pp.447-458, ⟨10.1007/978-3-642-36973-5_38⟩
Conference papers hal-01357563v1
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Predicting Information Diffusion in Social Networks using Content and User's Profiles

Cédric Lagnier , Ludovic Denoyer , Eric Gaussier , Patrick Gallinari
35th European Conference on IR Research, ECIR 2013, Mar 2013, Moscou, Russia. pp.74-85, ⟨10.1007/978-3-642-36973-5_7⟩
Conference papers hal-00881524v1
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Classification dans les graphes hétérogénes basée sur une représentation latente des noeuds

Yann Jacob , Ludovic Denoyer , Patrick Gallinari
CORIA 2013, Apr 2013, Neuchâtel, Suisse. pp.85-100
Conference papers hal-00823267v1

Lecture Séquentielle de Documents pour la Classification

Gabriel Dulac-Arnold , Ludovic Denoyer , Patrick Gallinari
CORIA, Mar 2012, Bordeaux, France. pp.245-259
Conference papers hal-01271754v1

Link Prediction via Latent Factor Blockmodel

Sheng Gao , Ludovic Denoyer , Patrick Gallinari
WWW'12 - The 21st International Conference on World Wide Web, Apr 2012, Lyon, France. pp.507-508, ⟨10.1145/2187980.2188100⟩
Conference papers hal-00687014v1
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Fast Reinforcement Learning with Large Action Sets Using Error-Correcting Output Codes for MDP Factorization

Gabriel Dulac-Arnold , Ludovic Denoyer , Philippe Preux , Patrick Gallinari
European Conference on Machine Learning, Sep 2012, Bristol, United Kingdom. pp.180-194, ⟨10.1007/978-3-642-33486-3_12⟩
Conference papers hal-00747729v1
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Apprentissage par renforcement rapide pour des grands ensembles d'actions en utilisant des codes correcteurs d'erreur

Gabriel Dulac-Arnold , Ludovic Denoyer , Philippe Preux , Patrick Gallinari
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
Conference papers hal-00736322v1

Classification Localement Parcimonieuse par Méthodes Séquentielles

Gabriel Dulac-Arnold , Ludovic Denoyer , Philippe Preux , Patrick Gallinari
CAP 2012 - Conférence Francophone sur l'Apprentissage Automatique, May 2012, Nancy, France
Conference papers hal-01357567v1

Predicting information diffusion on social networks with partial knowledge

Anis Najar , Ludovic Denoyer , Patrick Gallinari
WWW'12 - The 21st International Conference on World Wide Web, Apr 2012, Lyon, France. pp.1197-1204, ⟨10.1145/2187980.2188261⟩
Conference papers hal-01357568v1

Link pattern prediction with tensor decomposition in multi-relational networks

Sheng Gao , Ludovic Denoyer , Patrick Gallinari
CIDM 2011 - IEEE Symposium on Computational Intelligence and Data Mining, Apr 2011, Paris, France. pp.333-340, ⟨10.1109/CIDM.2011.5949306⟩
Conference papers hal-00687012v1

Text Classification: A Sequential Reading Approach

Gabriel Dulac-Arnold , Ludovic Denoyer , Patrick Gallinari
33rd European Conference on Information Retrieval (ECIR 2011), Apr 2011, Dublin, Ireland. pp.411-423, ⟨10.1007/978-3-642-20161-5_41⟩
Conference papers inria-00607185v1
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Datum-wise classification. A sequential Approach to sparsity

Gabriel Dulac-Arnold , Ludovic Denoyer , Philippe Preux , Patrick Gallinari
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⟩
Conference papers hal-00772986v1

Apprentissage des schemas de propagation dans les multi-graphes

Yann Jacob , Ludovic Denoyer , Patrick Gallinari
COnférence en Recherche d'Infomations et Applications - CORIA 2011, Mar 2011, Avignon, France. pp.159-174
Conference papers hal-01286082v1

Classification and Annotation in Social Corpora using Multiple Relations

Yann Jacob , Ludovic Denoyer , Patrick Gallinari
The 20th ACM international conference on Information and knowledge management CIKM'11, Oct 2011, Glasgow, United Kingdom. pp.1215-1220, ⟨10.1145/2063576.2063752⟩
Conference papers hal-01286078v1

Temporal Link Prediction by Integrating Content and Structure Information

Sheng Gao , Ludovic Denoyer , Patrick Gallinari
The 20th ACM international conference on Information and knowledge management, CIKM'11, Oct 2011, Glasgow, United Kingdom. pp.1169-1174, ⟨10.1145/2063576.2063744⟩
Conference papers hal-01286080v1

Prédiction de Liens Temporels en Intégrant les Informations de Contenu et de Structure

Sheng Gao , Ludovic Denoyer , Patrick Gallinari
Seconde conférence sur les Modèles et l′Analyse des Réseaux : Approches Mathématiques et Informatique, Oct 2011, Grenoble, France. pp.1-14
Conference papers hal-00687013v1

Prédiction de Motifs Relationnels par Décomposition Tensorielle dans les Réseaux Sociaux

Sheng Gao , Ludovic Denoyer , Patrick Gallinari
Workshop Reiso 2010, May 2010, Marseille, France. pp.51-58
Conference papers hal-01288799v1

MADSPAM Consortium at the ECML/PKDD Discovery Challenge 2010 : 1st place for the English quality task

Artem Sokolov , Tanguy Urvoy , Ludovic Denoyer , Olivier Ricard
ECML/PKDD Discovery Challenge, Sep 2010, Barcelone, Spain
Conference papers hal-01292059v1

A Ranking based Model for Automatic Annotation in a Social Network

Ludovic Denoyer , Patrick Gallinari
The Fourth International AAAI Conference on Weblogs and Social Media, ICWSM 2010, May 2010, Washington, DC, United States. pp.231-234
Conference papers hal-01292064v1

Modèles d'Ordonnancement pour l'Annotation Automatique d'Images dans les Réseaux Sociaux

Ludovic Denoyer , Patrick Gallinari
CORIA 2010, Mar 2010, Sousse, Tunisie
Conference papers hal-01292066v1

Iterative annotation of multi-relational social networks

Stephane Peters , Ludovic Denoyer , Patrick Gallinari
Advances in Social Networks Analysis and Mining (ASONAM), 2010 International Conference on, 2010, Unknown, Unknown Region. pp.96--103
Conference papers hal-01357569v1

Report on the xml mining classification track at inex 2009

Ludovic Denoyer , Patrick Gallinari
INitiative for the Evaluation of XML Retrieval 2009 Workshop Preproceedings (INEX 2009), 2009, Unknown, Unknown Region. pp.339--343
Conference papers hal-01357574v1

UPMC/LIP6 at ImageCLEFannotation 2009: Large Scale Visual Concept Detection and Annotation

Ali Fakeri-Tabrizi , Sabrina Tollari , Ludovic Denoyer , Patrick Gallinari
CLEF working notes 2009, Sep 2009, Corfu, Greece
Conference papers hal-01298008v1

SICA : Simulated Iterative Classification - A new larning method for graph labelling

Francis Maes , Stephane Peters , Ludovic Denoyer , Patrick Gallinari
ECML PKDD 2009, Sep 2009, Bled, Slovenia. pp.47-62, ⟨10.1007/978-3-642-04174-7_4⟩
Conference papers hal-01298020v1

Overview of the INEX 2009 XML Mining Track: Clustering and Classification of XML Documents

Richi Nayak , Christopher M. de Vries , Sangeetha Kutty , Shlomo Geva , Ludovic Denoyer et al.
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⟩
Conference papers hal-01292038v1

Apprentissage de conversion de documents semi-structures a partir d’exemples

Francis Maes , Ludovic Denoyer , Patrick Gallinari
CORIA 2008 - Conférence en Recherche d'Informations et Applications, Mar 2008, Tregastel, France. pp.181-196
Conference papers hal-01357578v1

Web spam challenge 2008

Carlos Castillo , Kumar Chellapilla , Ludovic Denoyer
4th International Workshop on Adversarial Information Retrieval on the Web (AIRWeb), Apr 2008, Beijing, China
Conference papers hal-01357576v1

Applications of Reinforcement Learning to Structured Prediction

Francis Maes , Ludovic Denoyer , Patrick Gallinari
European Workshop on Reinforcement Learning, Jun 2008, Villeneuve d’Ascq, France. pp.205-219, ⟨10.1007/978-3-540-89722-4_16⟩
Conference papers hal-01305074v1

Probabilistic Model for Structured Document Mapping

Guillaume Wisniewski , Francis Maes , Ludovic Denoyer , Patrick Gallinari
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⟩
Conference papers hal-01336148v1

Web spam challenge track ii

Carlos Castillo , Brian Davison , Ludovic Denoyer , Patrick Gallinari
ECML/PKDD Graph Labelling Workshop, Sep 2007, Warsaw, Poland
Conference papers hal-01357581v1

Shared Corpora Working Group Report

Adam Meyers , Nancy Ide , Ludovic Denoyer , Yusuke Shinyama
The LAW, Linguistic Annotation Workshop, Jun 2007, Prague, Czech Republic. pp.184-190
Conference papers hal-01336192v1

Sequence Labelling with Reinforcement Learning and Ranking Algorithms

Francis Maes , Ludovic Denoyer , Patrick Gallinari
18th European Conference on Machine Learning, ECML 2007, Sep 2007, Warsaw, Poland. pp.648-657, ⟨10.1007/978-3-540-74958-5_64⟩
Conference papers hal-01336187v1

The Wikipedia XML Corpus

Ludovic Denoyer , Patrick Gallinari
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⟩
Conference papers hal-01335922v1

XML Structure Mapping, Application to the PASCAL/INEX 2006 XML Document Mining Track

Francis Maes , Ludovic Denoyer , Patrick Gallinari
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⟩
Conference papers hal-01335987v1

Modèle probabiliste pour l'extraction de structures dans les documents semi-structurés: Application aux documents Web

Guillaume Wisniewski , Ludovic Denoyer , Francis Maes , Patrick Gallinari
3eme Conference en Recherche d'Information et Applications (CORIA'06), Mar 2006, Lyon, France. pp.169-180
Conference papers hal-01352081v1
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Report on the XML Mining Track at INEX 2005 and INEX 2006, Categorization and Clustering of XML Documents

Ludovic Denoyer , Patrick Gallinari , Anne-Marie Vercoustre
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⟩
Conference papers inria-00173420v1

Restructuration automatique de documents dans les corpus semi structurés hétérogènes

Guillaume Wisniewski , Ludovic Denoyer , Patrick Gallinari
Extraction et Gestion de Connaissances (EGC'05), Jan 2005, Paris, France. pp.227-238
Conference papers hal-01357585v1

Classification automatique de structures arborescentes à l’aide du noyau de Fisher: Application aux documents XML

Ludovic Denoyer , Guillaume Wisniewski , Patrick Gallinari
6ème Congrès européen de science des systèmes, Sep 2005, Paris, France
Conference papers hal-01357588v1

Classification automatique de documents structurés. Application au corpus d’arbres étiquetés de type XML

Guillaume Wisniewski , Ludovic Denoyer , Patrick Gallinari
CORIA 2005 - 2ème Conférence en Recherche d'Informations et Applications, Mar 2005, Grenoble, France. pp.167-184
Conference papers hal-01357590v1

XML document mining challenge

Ludovic Denoyer , P Gallinari
Advances in XML Information Retrieval and Evaluation, 5th International Workshop of the Initiative for the Evaluation of XML Retrieval (INEX06), 2005, Unknown, Unknown Region
Conference papers hal-01357586v1

Stochastic models for document restructuration

Patrick Gallinari , Guillaume Wisniewski , Francis Maes , Ludovic Denoyer
ECML'05 Workshop on Relationnal Machine Learning, Oct 2005, Porto, Portugal
Conference papers hal-01357589v1

Document structure matching for heterogeneous corpora

Ludovic Denoyer , Guillaume Wisniewski , Patrick Gallinari
SIGIR 2004 workshop on XML and Information Retrieval, Jul 2004, Sheffield, United Kingdom
Conference papers hal-01357592v1

Using belief networks and Fisher kernels for structured document classification

Ludovic Denoyer , Patrick Gallinari
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⟩
Conference papers hal-01357596v1

Un modèle statistique pour la classification de documents structurés

Huyen-Trang Vu , Ludovic Denoyer , Patrick Gallinari
Journées francophones d'Extraction et de Gestion des Connaissances (EGC 2003), Jan 2003, Lyon, France
Conference papers hal-01357597v1

Structured Multimedia Document Classification

Ludovic Denoyer , Jean-Noël Vittaut , Patrick Gallinari , Sylvie Brunessaux , Stephan Brunessaux et al.
ACM Document Engeneering, Nov 2003, Grenoble, France. pp.153-160, ⟨10.1145/958220.958249⟩
Conference papers hal-01357593v1

A belief networks-based generative model for structured documents. An application to the XML categorization

Ludovic Denoyer , Patrick Gallinari
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⟩
Conference papers hal-01357594v1

Un modèle pour la recherche d’information sur des documents structurés

Benjamin Piwowarski , Ludovic Denoyer , Patrick Gallinari
6èmes Journées internationales d'Analyse statistique des Données Textuelles (JADT 2002), Mar 2002, Saint-Malo, France
Conference papers hal-01357598v1

HMM-based passage models for document classification and ranking

Ludovic Denoyer , Hugo Zaragoza , Patrick Gallinari
ECIR'01 - 23rd European Colloquium on Information Retrieval Research, Apr 2001, Darmstadt, Germany. pp.126-135
Conference papers hal-01357599v1

Deep Sequential Neural Network

Ludovic Denoyer , Patrick Gallinari
Deep Learning and Representation Learning Workshop, NIPS 2014, Dec 2014, Montreal, Canada
Conference poster hal-01222608v1

Learning Information Spread in Content Networks

Cédric Lagnier , Simon Bourigault , Sylvain Lamprier , Ludovic Denoyer , Patrick Gallinari et al.
ICLR 2014 - International Conference on Learning Representations, Apr 2014, Banff, Canada. pp.abs/1312.6169, 2014, CoRR
Conference poster hal-01357961v1

Representation Learning for cold-start recommendation

Gabriella Contardo , Ludovic Denoyer , Thierry Artières
ICLR, Apr 2014, Banff, Canada. 2014
Conference poster hal-01357559v1

Learning States Representations in POMDP

Gabriella Contardo , Ludovic Denoyer , Thierry Artières , Patrick Gallinari
International Conference on Learning Representations, ICLR 2014, Apr 2014, Banff, Canada. 2014
Conference poster hal-01222594v1

Corpus-Based Structure Mapping of XML Document Corpora: A Reinforcement Learning Based Model

Francis Maes , Ludovic Denoyer , Patrick Gallinari
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⟩
Book sections hal-01305048v1

Machine Learning for Semi-Structured Multimedia Documents : Application to pornographic filtering and thematic categorization

Ludovic Denoyer , Patrick Gallinari
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⟩
Book sections hal-01305052v1
Image document

Mining XML Documents

Laurent Candillier , Ludovic Denoyer , Patrick Gallinari , Marie-Christine Rousset , Alexandre Termier et al.
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⟩
Book sections inria-00188899v1

Semi Structured Document Classification

Ludovic Denoyer , Patrick Gallinari
Encyclopedia Of Data Warehousing And Mining, Information Science, 2004, 9781591405573
Book sections hal-01520409v1