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Optimal transport with Laplacian regularizationNIPS 2014, Workshop on Optimal Transport and Machine Learning, Dec 2014, Montréal, Canada
Conference papers
hal-01103076v1
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Multi-source Domain Adaptation via Weighted Joint Distributions Optimal Transport2020
Preprints, Working Papers, ...
hal-02877779v1
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Active set strategy for high-dimensional non-convex sparse optimization problemsICASSP - IEEE International Conference on Acoustics Speech and Signal Processing, May 2014, Florence, Italy
Conference papers
hal-01025585v1
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Learning Wasserstein EmbeddingsICLR 2018 - 6th International Conference on Learning Representations, Apr 2018, Vancouver, Canada. pp.1-13
Conference papers
hal-01956306v1
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Supervised Planetary Unmixing with Optimal TransportWHISPERS 8th workshop on Hyperspectral image and Signal Processing: Evolution in Remote Sensing, Aug 2016, Los Angeles, United States
Conference papers
hal-01377236v1
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Sélection de variables pour l'apprentissage simultanée de tâchesConfrénce D'Apprentissage (CAp), May 2009, Hammamet, France. pp.109-120
Conference papers
hal-00452332v1
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Selecting from an infinite set of features in SVMEuropean Symposium on Artificial Neural Networks, Apr 2011, Bruges, Belgium
Conference papers
hal-00626168v1
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Variational Sequence Labelinghttp://mlsp2009.conwiz.dk/, Sep 2009, Grenoble, France. pp.1-6, ⟨10.1109/MLSP.2009.5306238⟩
Conference papers
hal-00493553v1
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Unsupervised variable selection for kernel methods in systems biologyJournée Régionale de Bioinformatique et Biostatistique, Génopole Toulouse, Oct 2019, Toulouse, France
Conference papers
hal-02787253v1
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Automatic Feature Learning for spatio-spectral image classification with sparse SVMIEEE Transactions on Geoscience and Remote Sensing, 2014, 52 (10), pp.6062-6074. ⟨10.1109/TGRS.2013.2294724⟩
Journal articles
hal-00880980v1
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Interfaces Cerveau-MachineDEA. 2011
Lectures
cel-00675138v1
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Distributed Deblurring of Large Images of Wide Field-of-View2017
Preprints, Working Papers, ...
hal-01520266v1
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Toward privacy-preserving diffusion strategies for adaptation and learning over networks2016 24th European Signal Processing Conference (EUSIPCO), Aug 2016, Budapest, France. pp.1513-1517, ⟨10.1109/EUSIPCO.2016.7760501⟩
Conference papers
hal-03633856v1
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Online Graph Dictionary LearningICML 2021 - 38th International Conference on Machine Learning, Jul 2021, Virtual Conference, United States
Conference papers
hal-03140349v2
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A group-lasso active set strategy for multiclass hyperspectral image classificationPhotogrammetric Computer Vision (PCV), Sep 2014, Zürich, Switzerland. pp.1--9
Conference papers
hal-01063450v1
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Optimal spectral transportation with application to music transcriptionAdvances in Neural Information Processing Systems (NIPS), Dec 2016, Barcelona, Spain
Conference papers
hal-01377533v1
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Generalized conditional gradient: analysis of convergence and applications[Research Report] LITIS; Lagrange; IRISA. 2015
Reports
hal-01217870v1
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Large Scale Sparse Optimization for Object Detection in High Resolution ImagesMLSP - 24th IEEE Workshop on Machine Learning for Signal Processing, Sep 2014, Reims, France
Conference papers
hal-01066235v1
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Optimal Transport for Domain Adaptation2016
Preprints, Working Papers, ...
hal-01170705v2
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Template based Graph Neural Network with Optimal Transport DistancesNeurIPS 2022 – 36th Conference on Neural Information Processing Systems, Nov 2022, New Orleans, United States
Conference papers
hal-03839517v1
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Multiclass feature learning for hyperspectral image classification: sparse and hierarchical solutionsISPRS Journal of Photogrammetry and Remote Sensing, 2015, 105, pp.1--14. ⟨10.1016/j.isprsjprs.2015.01.006⟩
Journal articles
hal-01103078v1
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Dissimilarity Measure Machines2018
Preprints, Working Papers, ...
hal-01717940v2
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Large Margin FilteringIEEE Transactions on Signal Processing, 2012, 60 (2), pp.648 - 659. ⟨10.1109/TSP.2011.2173685⟩
Journal articles
hal-00528917v2
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sw-SVM : sensor weighting Support Vector Machines for EEG-based Brain-Computer InterfacesJournal of Neural Engineering, 2011, 8 (5), pp.056004. ⟨10.1088/1741-2560/8/5/056004⟩
Journal articles
hal-00617810v1
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Factored couplings in multi-marginal optimal transport via difference of convex programming2021
Preprints, Working Papers, ...
hal-03381198v2
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Mixed-norm Regularization for Brain DecodingComputational and Mathematical Methods in Medicine, 2014, 2014, pp.ID 317056. ⟨10.1155/2014/317056⟩
Journal articles
hal-00708243v2
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Optimal transport for Domain adaptationNIPS 2014, Workshop on Optimal Transport and Machine Learning, Dec 2014, Montréal, Canada
Conference papers
hal-01103073v1
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Performance of the hybrid externally occulted Lyot solar coronagraphAstronomy and Astrophysics - A&A, 2016, ⟨10.1051/0004-6361/201629259⟩
Journal articles
hal-01428748v1
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Distributed Approach for Deblurring Large Images with Shift-Variant Blur2017 25th European Signal Processing Conference, Aug 2017, Kos Island, Greece. ⟨10.23919/EUSIPCO.2017.8081653⟩
Conference papers
hal-02365713v1
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Performance Comparison of the KNN and SVM Classification Algorithms in the Emotion Detection System EMOTICAInternational Journal of Sensor Networks and Data Communications, 2018, Vol 7 (1), pp.1-9. ⟨10.4172/2090-4886.1000153⟩
Journal articles
hal-01706559v1
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