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Sparse underwater acoustic imaging: a case study

 Nikolaos Stefanakis , Jacques Marchal , Valentin Emiya , Nancy Bertin , Rémi Gribonval , et al.
IEEE International Conference on Acoustics, Speech, and Signal Processing, Mar 2012, Kyoto, Japan
Communication dans un congrès hal-00661526v1
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Fast Solving of the Group-Lasso via Dynamic Screening

 Antoine Bonnefoy , Valentin Emiya , Liva Ralaivola , Rémi Gribonval
SPARS15 - Signal Processing with Adaptive Sparse Structured Representations, Jul 2015, Cambridge, United Kingdom
Document associé à des manifestations scientifiques hal-01178354v1
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A Generalized Kernel Approach to Structured Output Learning

 Hachem Kadri , Mohammad Ghavamzadeh , Philippe Preux
International Conference on Machine Learning (ICML), Jun 2013, Atlanta, United States
Communication dans un congrès hal-00695631v2

Compressive Sensing in Acoustic Imaging

 Nancy Bertin , Laurent Daudet , Valentin Emiya , Rémi Gribonval
Holger Boche; Robert Calderbank; Gitta Kutyniok; Jan Vybíral. Compressed Sensing and its Applications - MATHEON Workshop 2013, Birkhäuser Basel, pp.169-192, 2015, Applied and Numerical Harmonic Analysis, 978-3-319-16041-2
Chapitre d'ouvrage hal-01180899v1
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Compressed sensing with unknown sensor permutation

 Valentin Emiya , Antoine Bonnefoy , Laurent Daudet , Rémi Gribonval
ICASSP - IEEE International Conference on Acoustics Speech and Signal Processing, May 2014, Florence, Italy. ⟨10.1109/ICASSP.2014.6853755⟩
Communication dans un congrès hal-00881407v2
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Graph-based inter-subject pattern analysis of fMRI data

 Sylvain Takerkart , Guillaume Auzias , Bertrand Thirion , Liva Ralaivola
PLoS ONE, 2014, 10.1371/journal.pone.0104586. ⟨10.1371/journal.pone.0104586⟩
Article dans une revue hal-01027769v1
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Dynamic Screening: Accelerating First-Order Algorithms for the Lasso and Group-Lasso

 Antoine Bonnefoy , Valentin Emiya , Liva Ralaivola , Rémi Gribonval
IEEE Transactions on Signal Processing, 2015, 63 (19), pp.20. ⟨10.1109/TSP.2015.2447503⟩
Article dans une revue hal-01084986v1
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Design of an Explainable Machine Learning Challenge for Video Interviews

 Hugo Jair Escalante , Isabelle Guyon , Sergio Escalera , Julio Jacques , Meysam Madadi , et al.
IJCNN 2017 - 30th International Joint Conference on Neural Networks, May 2017, Anchorage, AK, United States. pp.1-8, ⟨10.1109/IJCNN.2017.7966320⟩
Communication dans un congrès hal-01668386v1
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Optimal spectral transportation with application to music transcription

 Rémi Flamary , Cédric Févotte , Nicolas Courty , Valentin Emiya
Advances in Neural Information Processing Systems (NIPS), Dec 2016, Barcelona, Spain
Communication dans un congrès hal-01377533v1
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Online Learning of Task-specific Word Representations with a Joint Biconvex Passive-Aggressive Algorithm

 Pascal Denis , Liva Ralaivola
European Chapter of the Association for Computational Linguistics, Apr 2017, Valencia, Spain. pp.775 - 784, ⟨10.18653/v1/E17-1073⟩
Communication dans un congrès hal-01590594v1
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A Dynamic Screening Principle for the Lasso

 Antoine Bonnefoy , Valentin Emiya , Liva Ralaivola , Rémi Gribonval
European Signal Processing Conference EUSIPCO 2014, Sep 2014, Lisboa, Portugal. pp.1-5
Communication dans un congrès hal-00880787v4
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Underwater acoustic imaging: sparse models and implementation issues

 Valentin Emiya , Nikolaos Stefanakis , Jacques Marchal , Nancy Bertin , Rémi Gribonval , et al.
International Travelling Workshop for Interacting Sparse Models and Technology, May 2012, Marseille, France. 2012
Document associé à des manifestations scientifiques hal-00677287v1

From geospatial observations of ocean currents to causal predictors of spatio-economic activity using computer vision and machine learning

 Florin Popescu , Stéphane Ayache , Sergio Escalera , Xavier Baró Solé , Cécile Capponi , et al.
EGU General Assembly Conference Abstracts, 2016, Vienna, Austria
Communication dans un congrès hal-01381147v1
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Le problème d'échantillonnage compressif avec permutation des capteurs et une solution de type branch-and-bound

 Valentin Emiya , Antoine Bonnefoy , Laurent Daudet , Rémi Gribonval
Congrès ROADEF de la société Française de Recherche Opérationnelle et Aide à la Décision, Feb 2015, Marseille, France
Communication dans un congrès hal-01100265v1
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Graph-based inter-subject classification of local fMRI patterns

 Sylvain Takerkart , Guillaume Auzias , Bertrand Thirion , Daniele Schön , Liva Ralaivola
Third International Workshop Machine Learning in Medical Imaging - MLMI 2012 (Held in Conjunction with MICCAI 2012), Oct 2012, Nice, France. pp 184-192, ⟨10.1007/978-3-642-35428-1_23⟩
Communication dans un congrès hal-00818815v1
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Percol0 - un système multimodal de détection de personnes dans des documents vidéo (Percol0 - A multimodal person detection system in video documents) [in French]

 Frédéric Béchet , Rémi Auguste , Stéphane Ayache , Delphine Charlet , Géraldine Damnati , et al.
Actes de la conférence conjointe JEP-TALN-RECITAL 2012, volume 1: JEP, 2012, Grenoble, France. pp.553--560
Communication dans un congrès hal-01194254v1
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Operator-valued Kernels for Learning from Functional Response Data

 Hachem Kadri , Emmanuel Duflos , Philippe Preux , Stéphane Canu , Alain Rakotomamonjy , et al.
Journal of Machine Learning Research, 2016, 17 (20), pp.1-54
Article dans une revue hal-01221329v2
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