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cea-01830770v1  Conference papers
Maxime SangnierJ. GauthierA. Rakotomamonjy. Filter bank Kernel Learning for nonstationary signal classification
2013 IEEE International Conference on Acoustics, Speech and Signal Processing, May 2013, Vancouver, BC, Canada. pp.3183-3187, ⟨10.1109/ICASSP.2013.6638245⟩
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hal-01831701v1  Conference papers
Darya ChyzhykGaël VaroquauxBertrand ThirionMichael Milham. Controlling a confound in predictive models with a test set minimizing its effect
PRNI 2018 - 8th International Workshop on Pattern Recognition in Neuroimaging, Jun 2018, Singapore, Singapore. pp.1-4
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hal-01525605v2  Journal articles
Benjamin QuostThierry DenoeuxShoumei Li. Parametric classification with soft labels using the Evidential EM algorithm
Advances in Data Analysis and Classification, Springer Verlag, 2017, 11 (4), pp.659-690. ⟨10.1007/s11634-017-0301-2⟩
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tel-03440914v1  Habilitation à diriger des recherches
Guillemette Marot. Contributions méthodologiques en statistique pour l'analyse et l'intégration de données -omiques et cliniques
Statistiques [math.ST]. Université de Lille, 2021
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hal-02071470v2  Conference papers
Bastien PonchonSantiago Velasco-ForeroSamy BlusseauJesus AnguloIsabelle Bloch. Part-based approximations for morphological operators using asymmetric auto-encoders
International Symposium on Mathematical Morphology, Jul 2019, Saarbrücken, Germany
hal-02096536v1  Conference papers
Benjamin LabbéRomain HéraultClément Chatelain. Learning Deep Neural Networks for High Dimensional Output Problems
2009 International Conference on Machine Learning and Applications (ICMLA), Dec 2009, Miami, United States. pp.63-68, ⟨10.1109/ICMLA.2009.48⟩
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hal-03454793v1  Journal articles
Ismael LemhadriFeng RuanLouis AbrahamRobert Tibshirani. LassoNet: A Neural Network with Feature Sparsity
Journal of Machine Learning Research, Microtome Publishing, In press, 22 (127)
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hal-02972577v1  Conference papers
Konstantin AvrachenkovMaksim Mironov. Cluster-size constrained network partitioning
ICPR 2020 - 25th International Conference on Pattern Recognition, Jan 2021, Milano, Italy. ⟨10.1109/ICPR48806.2021.9412095⟩
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hal-01064050v1  Conference papers
Romain NegrelDavid PicardPhilippe-Henri Gosselin. Efficient Dimension Reduction Of Global Signature With Sparse Projectors For Image Near Duplicate Retrieval
IAPR International Conference on Pattern Recognition, Aug 2014, Stockholm, Sweden. 6 p
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in2p3-00907381v1  Conference papers
R. BardenetBalázs KéglM. BrendelMichèle Sebag. Collaborative hyperparameter tuning
30th International Conference on Machine Learning (ICML 2013), Jun 2013, Atlanta, United States. pp.199-207
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hal-03021394v2  Conference papers
Gersende FortEric MoulinesHoi-To Wai. Geom-SPIDER-EM: Faster Variance Reduced Stochastic Expectation Maximization for Nonconvex Finite-Sum Optimization
2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2021, Toronto, Canada
hal-01855792v1  Conference papers
Ismael CaballeroLaure Berti-ÉquilleMario Piattini. Towards Principled Data Science Assessment - The Personal Data Science Process (PdsP)
17th International Conference on Enterprise Information Systems, Apr 2015, Barcelona, France. ⟨10.5220/0005463703740378⟩
hal-01855785v1  Conference papers
Laure Berti-ÉquilleTamraparni DasuDivesh Srivastava. Discovery of complex glitch patterns: A novel approach to Quantitative Data Cleaning
2011 IEEE International Conference on Data Engineering (ICDE 2011), Apr 2011, Hannover, Germany. ⟨10.1109/ICDE.2011.5767864⟩
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hal-02176573v1  Journal articles
Giovanni FuscoJoan Perez. Bayesian Network Clustering and Self-Organizing Maps under the Test of Indian Districts. A comparison
Cybergeo : Revue européenne de géographie / European journal of geography, UMR 8504 Géographie-cités, 2019, ⟨10.4000/cybergeo.31909⟩
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hal-01615461v1  Conference papers
Thomas GuntzRaffaella BalzariniDominique VaufreydazJames L. Crowley. Multimodal Observation and Interpretation of Subjects Engaged in Problem Solving
1st Workshop on “Behavior, Emotion and Representation: Building Blocks of Interaction”, Oct 2017, Bielefeld, Germany
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hal-03018559v1  Poster communications
Sébastien PetitJulien BectPaul FeliotEmmanuel Vazquez. Gaussian process model selection for computer experiments
MASCOT PhD student 2020 Meeting, Sep 2020, Grenoble, France
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hal-03022267v1  Poster communications
Bruno BarracosaJulien BectHéloïse Dutrieux BaraffeJuliette MorinJosselin Fournel et al.  Bayesian multi-objective optimization with noisy evaluations
MASCOT PhD student 2020 Meeting, Sep 2020, Grenoble, France
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hal-01818569v1  Conference papers
Jocelyn ChauvetCatherine TrottierXavier BryFrederic Mortier. Extension to mixed models of the Supervised Component-based Generalised Linear Regression
COMPSTAT 2016, 22nd International Conference on Computational Statistics, Aug 2016, Oviedo, Spain