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Représentations continues dérivées des caractères pour un modèle de langue neuronal à vocabulaire ouvertTALN-RECITAL 2017, Jun 2017, Orléans, France
Conference papers
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Experimenting with Power Divergences for Language ModelingProceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), Nov 2019, Hong Kong, China. pp.4102-4112, ⟨10.18653/v1/D19-1421⟩
Conference papers
hal-02912374v1
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LIMSI$@$WMT'15 : Translation TaskProceedings of the Tenth Workshop on Statistical Machine Translation, Sep 2015, Lisbon, Portugal. pp.145-151, ⟨10.18653/v1/W15-3016⟩
Conference papers
hal-02912383v1
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Particle rejuvenation of Rao-Blackwellized Sequential Monte Carlo smoothers for Conditionally Linear and Gaussian modelsEURASIP Journal on Advances in Signal Processing, 2017, 54, ⟨10.1186/s13634-017-0489-5⟩
Journal articles
hal-01555274v1
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The Verriest Lecture: Visual properties of metameric blacks beyond cone visionJournal of the Optical Society of America. A Optics, Image Science, and Vision, 2014, 31, ⟨10.1364/JOSAA.31.000A38⟩
Journal articles
hal-01565638v1
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Concentration inequalities for Harris recurrent Markov chainsThe 39th Conference on Stochastic Processes and their Applications, Jul 2017, Moscow, Russia
Conference papers
hal-02288511v1
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From Ranking to Classification: A Statistical ViewFrom Ranking to Classification: A Statistical View, Springer-Verlag, pp.214-221, 2006, Studies in Classification, Data Analysis, and Knowledge Organization, 978-3-540-31314-4. ⟨10.1007/3-540-31314-1_25⟩
Book sections
istex
hal-02107086v1
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Ranking and Scoring Using Empirical Risk MinimizationRanking and Scoring Using Empirical Risk Minimization, , pp.1-15, 2005, Lecture Notes in Computer Science book series (LNCS, volume 3559), ⟨10.1007/11503415_1⟩
Book sections
istex
hal-02107107v1
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Ranking and Empirical Minimization of U -statisticsAnnals of Statistics, 2008, 36 (2), pp.844-874. ⟨10.1214/009052607000000910⟩
Journal articles
hal-02107134v1
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ON PORTFOLIO SELECTION UNDER EXTREME RISK MEASURE: THE HEAVY-TAILED ICA MODELInternational Journal of Theoretical and Applied Finance, 2007, 10 (03), pp.449-474. ⟨10.1142/S0219024907004275⟩
Journal articles
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The HIV/AIDS epidemic in Cuba: description and tentative explanation of its low HIV prevalenceBMC Infectious Diseases, 2007, 7 (1), ⟨10.1186/1471-2334-7-130⟩
Journal articles
hal-02107160v1
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A renewal approach to Markovian U-statisticsMathematical Methods of Statistics, 2011, 20 (2), pp.79-105. ⟨10.3103/S1066530711020013⟩
Journal articles
hal-02107313v1
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Weighted Empirical Risk Minimization: Transfer Learning based on Importance Sampling28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning ( ESANN 2020), 2020, Bruges (on line), Belgium
Conference papers
hal-03559387v1
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The LEXNET project: wireless networks and EMF: paving the way for low-EMF networks of the futureIEEE Vehicular Technology Magazine, 2014, 9 (2), pp.20-28. ⟨10.1109/MVT.2014.2312272⟩
Journal articles
hal-02287683v1
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Statistical learning based on Markovian data maximal deviation inequalities and learning ratesAnnals of Mathematics and Artificial Intelligence, 2019, ⟨10.1007/s10472-019-09670-6⟩
Journal articles
hal-02463908v1
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Analysis of the limiting spectral measure of large random matrices of the separable covariance typeRandom Matrices: Theory and Applications, 2015, 3 (4)
Journal articles
hal-02287068v1
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A Tail-Index Analysis of Stochastic Gradient Noise in Deep Neural NetworksInternational Conference on Machine Learning, Jun 2019, Long Beach, United States
Conference papers
hal-03269101v1
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PBPK and population modelling to interpret urine cadmium concentrations of the French populationToxicology and Applied Pharmacology, 2014, 279 (3), pp.364-372. ⟨10.1016/j.taap.2014.06.026⟩
Journal articles
hal-02107431v1
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Learning from ranking data : theory and methodsStatistics [math.ST]. Université Paris Saclay (COmUE), 2018. English. ⟨NNT : 2018SACLT009⟩
Theses
tel-01983274v1
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A statistical view of clustering performance through the theory of U -processesJournal of Multivariate Analysis, 2014, 124, pp.42-56. ⟨10.1016/j.jmva.2013.10.001⟩
Journal articles
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Improving Dietary Exposure Models by Imputing Biomonitoring Data through ABC MethodsThe international journal of biostatistics, 2014, 10 (2), ⟨10.1515/ijb-2013-0062⟩
Journal articles
hal-02107429v1
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Snake: a stochastic proximal gradient algorithm for regularized problems over large graphsIEEE Transactions on Automatic Control, 2018
Journal articles
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Mass volume curves and anomaly rankingElectronic Journal of Statistics , 2018, 12 (2), pp.2806-2872. ⟨10.1214/18-EJS1474⟩
Journal articles
hal-02107531v1
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On Bootstrapping the ROC CurveOn Bootstrapping the ROC Curve, 2009, Advances in Neural Information Processing Systems 21
Book sections
hal-02107183v1
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A LSTM Approach to Detection of Autonomous Vehicle Hijacking5th International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS 2019), May 2019, Heraklion, Greece. pp.475-482, ⟨10.5220/0007726004750482⟩
Conference papers
hal-02461824v1
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A wavelet-based filtering approach to functional bipartite ranking2011 IEEE Statistical Signal Processing Workshop (SSP), Jun 2011, Nice, France. pp.777-780, ⟨10.1109/SSP.2011.5967819⟩
Conference papers
hal-02107325v1
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A Minimax Optimal Algorithm for CrowdsourcingNeural Information Processing Systems Conference NIPS, 2017, Los Angeles, United States
Conference papers
hal-01592105v1
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Ranking Median Regression: Learning to Order through Local ConsensusNIPS Workshop DISCML 2017, Dec 2017, Longbeach, United States
Conference papers
hal-02287629v1
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Proxy Clouds for RGB-D Stream Processing: A previewEUROGRAPHICS Poster Program, May 2017, Lyon, France
Conference papers
hal-02287665v1
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Forgetting of the initial distribution for nonergodic Hidden Markov ChainsAnnals of Applied Probability, 2010, 20 (5), pp.1638 - 1662
Journal articles
hal-01354770v1
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