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164 résultats
Apprentissage Machine: de la théorie à la pratiqueEyrolles. Eyrolles, 2015, 978-2-212-13800-9
Ouvrages
hal-01211214v1
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Re-ranking Approach to Classification in Large-scale Power-law Distributed Category SystemsACM Special Interest Group on Information Retrieval (SIGIR 2014), Aug 2014, Gold Coast, Australia. pp.1059-1062, ⟨10.1145/2600428.2609509⟩
Communication dans un congrès
hal-01118830v1
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Quels corpus d’entraînement pour l’expansion de requêtes par plongement de mots : application à la recherche de microblogs culturelsDocument numérique - Revue des sciences et technologies de l'information. Série Document numérique, 2019
Article dans une revue
hal-03156631v1
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PAC-Bayesian Analysis for a two-step Hierarchical Mutliview Learning Approach27th European Conference on Machine Learning , Jul 2017, Skpoje, Macedonia
Communication dans un congrès
hal-01769773v1
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A Large Scale Benchmark for Uplift ModelingKDD, 2018, London, United Kingdom. ⟨10.1145/nnnnnnn.nnnnnnn⟩
Communication dans un congrès
hal-02515860v1
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A Delay-tolerant Proximal-Gradient Algorithm for Distributed LearningInternational Conference on Machine Learning, Jul 2018, Stockholm, Sweden. pp.3587-3595
Communication dans un congrès
hal-01996562v1
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Learning Aspect Models with Partially Labeled DataPattern Recognition Letters, 2011, 32 (2), pp.297-304. ⟨10.1016/j.patrec.2010.09.004⟩
Article dans une revue
hal-01172498v1
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On using a quantum physics formalism for multidocument summarizationJournal of the American Society for Information Science and Technology, 2012, 63 (5), pp.865-888. ⟨10.1002/asi.21713⟩
Article dans une revue
istex
hal-01172685v1
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Improving Document Clustering in a Learned Concept SpaceInformation Processing and Management, 2010, 46 (2), pp.180-192. ⟨10.1016/j.ipm.2009.09.007⟩
Article dans une revue
hal-01172634v1
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Semi-supervised Learning with an Imperfect SupervisorKnowledge and Information Systems (KAIS), 2005, 8 (4), pp.385-413. ⟨10.1007/s10115-005-0219-4⟩
Article dans une revue
istex
hal-01170739v1
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Consortium AVEIR at ImageCLEFphoto 2008: on the fusion of runsWorking Notes for the CLEF 2008 workshop, Sep 2008, Aarhus, Denmark
Communication dans un congrès
hal-01301591v1
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Multiview Semi-Supervised Ranking for Automatic Image AnnotationACM International Conference on Multimedia, Oct 2013, Barcelone, Spain. pp.513-516, ⟨10.1145/2502081.2502136⟩
Communication dans un congrès
hal-00881259v1
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Recherche d'Information - applications, modèles et algorithmesEyrolles. Eyrolles, pp.1-233, 2013, Algorithmes, Muriel Shan Sei Fan, 978-2-212-13532-9
Ouvrages
hal-00881257v1
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Stochastic Models for Surface Information Extraction in Texts9th International Conference of Artificial Neural Networks, Sep 1999, Edinburgh, United Kingdom. pp.892-897, ⟨10.1049/cp:19991225⟩
Communication dans un congrès
hal-01574502v1
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The Use of Unlabeled data to Improve Supervised Learning for Text SummarizationSIGIR 2002 - 25th International ACM SIGIR Conference on Research and Development in Information Retrieval, Aug 2002, Tampere, Finland. pp.105-112, ⟨10.1145/564376.564397⟩
Communication dans un congrès
hal-01561460v1
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Learning from Multiple Partially Observed Views -- an Application to Multilingual Text CategorizationAdvances in Neural Information Processing Systems, Dec 2009, Vancouver, Canada
Communication dans un congrès
hal-01297947v1
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Filtrage Collaboratif avec un Algorithme d'OrdonnancementConférence en Recherche d'Information et Applications (CORIA), Mar 2007, Saint-Etienne, France. pp.165-180
Communication dans un congrès
hal-01336016v1
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Génération de requêtes pour les systèmes de Q/R avec un modèle d'apprentissage statistiqueTALN 2004 Workshop of Question-Réponse, Apr 2004, Fès, Maroc. pp.1-10
Communication dans un congrès
hal-01498127v1
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Learning to Summarise XML Documents by Combining Content and Structure FeaturesCIKM 2005 - 14th ACM international conference on Information and knowledge management, Oct 2005, Bremen, Germany. pp.297-298, ⟨10.1145/1099554.1099635⟩
Communication dans un congrès
hal-01416540v1
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Multiview Clustering of Multilingual DocumentsThe 33rd Annual ACM SIGIR Conference (SIGIR 2010), Jul 2010, Geneva, Switzerland. pp.812-822, ⟨10.1145/1835449.1835633⟩
Communication dans un congrès
hal-01292100v1
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A Data-dependent Generalisation Error Bound for the AUCICML'05 workshop on ROC Analysis in Machine Learning, Aug 2005, Bonn, Germany
Communication dans un congrès
hal-01416673v1
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Bornes du vote majoritaire multi-classes en présence du bruit sur les étiquettes de classesConférence sur l'Apprentissage Automatique, Jun 2021, Saint Etienne, France
Communication dans un congrès
hal-03266247v1
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Radio map reconstruction with deep neural networks in a weakly labeled learning context with use of heterogeneous side informationASPAI 2022 - 4th International Conference on Advances in Signal Processing and Artificial Intelligence, International Frequency Sensor Association (IFSA), Oct 2022, Corfu, Greece
Communication dans un congrès
hal-03823629v1
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Large-scale asynchronous distributed learning based on parameter exchangesInternational Journal of Data Science and Analytics, 2018, 5 (4), pp.223-232. ⟨10.1007/s41060-018-0110-5⟩
Article dans une revue
hal-01727638v1
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WP2 Livrable 1 : Etat de l'Art sur lannotation automatique des images et sur les modèles de correspondnace texte et images[Research Report] 2008
Rapport
hal-00954096v1
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Topical Coherence in LDA-based Models through Induced Segmentation55th Annual Meeting of the Association for Computational Linguistics, Jul 2017, Vancouver, Canada. pp.1799-1809, ⟨10.18653/v1/P17-1165⟩
Communication dans un congrès
hal-01769776v1
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Learning Taxonomy Adaptation in Large-scale ClassificationJournal of Machine Learning Research, 2016, 17 (98), pp.1-37
Article dans une revue
hal-01391902v1
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Entropy-Based Concentration Inequalities for Dependent VariablesInternational Conference on Machine Learning, Jul 2015, Lille, France
Communication dans un congrès
hal-01211199v1
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On power law distributions in large-scale taxonomiesSIGKDD explorations : newsletter of the Special Interest Group (SIG) on Knowledge Discovery & Data Mining, 2014, 16 (1), pp.47-56. ⟨10.1145/2674026.2674033⟩
Article dans une revue
hal-01120164v1
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Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text Classification2017 Conference on Neural Information Processing Systems, Dec 2017, Long Beach, United States. pp.4162-4171
Communication dans un congrès
hal-01769780v1
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