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Machine learning for learner English

Nicolas Ballier , Stéphane Canu , Caroline Petitjean , Gilles Gasso , Carlos Balhana , et al.
International Journal of Learner Corpus Research, 2020, 6 (1), pp.72-103. ⟨10.1075/ijlcr.18012.bal⟩
Journal articles hal-02496670v1
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Bregman Neural Networks

Jordan Frecon , Saverio Salzo , Massimiliano Pontil , Gilles Gasso
2022
Preprints, Working Papers, ... hal-03132512v3

Improved Model-Free Gait Recognition Based on Human Body Part

Imad Rida , Noor Al Maadeed , Gian Luca Marcialis , Ahmed Bouridane , Romain Hérault , et al.
Biometric Security and Privacy, pp.141-161, 2017, ⟨10.1007/978-3-319-47301-7_6⟩
Book sections hal-02094991v1
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Dilated Spatial Generative Adversarial Networks for Ergodic Image Generation

Cyprien Ruffino , Romain Hérault , Eric Laloy , Gilles Gasso
Conférence sur l'Apprentissage (CAp2018), Jun 2018, Rouen, France
Conference papers hal-02128358v1
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Foreground-Background Ambient Sound Scene Separation

Michel Olvera , Emmanuel Vincent , Romain Serizel , Gilles Gasso
EUSIPCO 2020 - 28th European Signal Processing Conference, Jan 2021, Amsterdam / Virtual, Netherlands. ⟨10.23919/Eusipco47968.2020.9287436⟩
Conference papers hal-02567542v2

Recovering sparse signals with a certain family of non-convex penalties and DC programming

Gilles Gasso , Alain Rakotomamonjy , Stephane Canu
IEEE Transactions on Signal Processing, 2009, 57 (12), pp.4686-4698
Journal articles hal-00439453v1
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Improving Sound Event Detection with Auxiliary Foreground-Background Classification and Domain Adaptation

Michel Olvera , Emmanuel Vincent , Gilles Gasso
DCASE 2021 - 6th Workshop on Detection and Classification of Acoustic Scenes and Events, Nov 2021, Virtual, Spain
Conference papers hal-03387778v1
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Recovering sparse signals with non-convex penalties and DC programming

Gilles Gasso , Alain Rakotomamonjy , Stéphane Canu
2008
Preprints, Working Papers, ... hal-00308841v1
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Sélection de variables pour l'apprentissage simultanée de tâches

Rémi Flamary , Alain Rakotomamonjy , Gilles Gasso , Stephane Canu
Confrénce D'Apprentissage (CAp), May 2009, Hammamet, France. pp.109-120
Conference papers hal-00452332v1
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A supervised strategy for deep kernel machine

Florian Yger , Maxime Berar , Gilles Gasso , Alain Rakotomamonjy
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2011, Bruges, Belgium. pp.501-506
Conference papers hal-00668302v1
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Screening Rules for Lasso with Non-Convex Sparse Regularizers

Alain Rakotomamonjy , Gilles Gasso , Joseph Salmon
International Conference on Machine Learning, 2019, Long Beach, United States
Conference papers hal-02017967v1

Supervised Music Chord Recognition

Imad Rida , Romain Hérault , Gilles Gasso
2014 13th International Conference on Machine Learning and Applications (ICMLA), Dec 2014, Detroit, United States. pp.336-341, ⟨10.1109/ICMLA.2014.60⟩
Conference papers hal-02096549v1

Pixel-wise Conditioning of Generative Adversarial Networks

Cyprien Ruffino , Romain Hérault , Eric Laloy , Gilles Gasso
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN), Apr 2019, Brugge, Belgium
Conference papers hal-02347732v1
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Provably Convergent Working Set Algorithm for Non-Convex Regularized Regression

Alain Rakotomamonjy , Rémi Flamary , Gilles Gasso , Joseph Salmon
2021
Preprints, Working Papers, ... hal-02875560v4
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Screening Sinkhorn Algorithm for Regularized Optimal Transport

Mokhtar Z. Alaya , Maxime Berar , Gilles Gasso , Alain Rakotomamonjy
Advances in Neural Information Processing Systems, 2019, Vancouver, Canada
Conference papers hal-02142661v3
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Palmprint recognition with an efficient data driven ensemble classifier

Imad Rida , Romain Hérault , Gian Luca Marcialis , Gilles Gasso
Pattern Recognition Letters, 2018, ⟨10.1016/j.patrec.2018.04.033⟩
Journal articles hal-02094965v1
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Importance sampling strategy for non-convex randomized block-coordinate descent

Rémi Flamary , Alain Rakotomamonjy , Gilles Gasso
IEEE INTERNATIONAL WORKSHOP ON COMPUTATIONAL ADVANCES IN MULTI-SENSOR ADAPTIVE PROCESSING, Dec 2015, Cancun, Mexico. ⟨10.1109/CAMSAP.2015.7383796⟩
Conference papers hal-01336588v1
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Histogram of gradients of Time-Frequency Representations for Audio scene detection

Alain Rakotomamonjy , Gilles Gasso
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2015, 23 (1), pp.142-153. ⟨10.1109/TASLP.2014.2375575⟩
Journal articles hal-00951990v6
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ell_p-\ell_q penalty for sparse linear and sparse multiple kernel multi-task learning,

Alain Rakotomamonjy , Remi Flamary , Gilles Gasso , Stéphane Canu
IEEE Transactions on Neural Networks, 2011, 22 (8), pp.1307-1320
Journal articles hal-00509608v1
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Statistical and Topological Properties of Gaussian Smoothed Sliced Probability Divergences

Alain Rakotomamonjy , Mokhtar Z. Alaya , Maxime Berar , Gilles Gasso
2021
Preprints, Working Papers, ... hal-03386542v1

Open Set Domain Adaptation using Optimal Transport

Marwa Kechaou , Romain Hérault , Mokhtar Z. Alaya , Gilles Gasso
European machine learning and data mining conference (ECML-PKDD), Sep 2020, Ghent, Belgium
Conference papers hal-02959646v1
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Heterogeneous Wasserstein Discrepancy for Incomparable Distributions

Mokhtar Z. Alaya , Gilles Gasso , Maxime Berar , Alain Rakotomamonjy
2021
Preprints, Working Papers, ... hal-03250633v2

Fast object detection in compressed JPEG Images

Benjamin Deguerre , Clement Chatelain , Gilles Gasso
2019
Preprints, Working Papers, ... hal-02361173v1
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Subspace identification of switching model

Komi Pekpe , Gilles Gasso , Gilles Mourot , José Ragot
13th IFAC Symposium on System Identification, SYSID, Aug 2003, Rotterdam, Netherlands
Conference papers hal-01188371v1

Gradient-based deterministic inversion of geophysical data with generative adversarial networks: Is it feasible?

Eric Laloy , Niklas Linde , Cyprien Ruffino , Romain Hérault , Gilles Gasso , et al.
Computers & Geosciences, 2019, 133, pp.104333. ⟨10.1016/j.cageo.2019.104333⟩
Journal articles hal-02334880v1
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Theoretical Guarantees for Bridging Metric Measure Embedding and Optimal Transport

Mokhtar Z. Alaya , Maxime Berar , Gilles Gasso , Alain Rakotomamonjy
2021
Preprints, Working Papers, ... hal-02485039v3
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Partial Optimal Transport with Applications on Positive-Unlabeled Learning

Laetitia Chapel , Mokhtar Z Alaya , Gilles Gasso
Advances in Neural Information Processing Systems 33 (NeurIPS 2020), Dec 2020, Online, France
Conference papers hal-03219281v1

Identification of an output error Takagi-Sugeno model

Gilles Gasso , Gilles Mourot , José Ragot
IEEE International Conference on Systems, Man, and Cybernetics, SMC'2000, Oct 2000, Nashville, United States. ⟨10.1109/ICSMC.2000.884957⟩
Conference papers hal-01188350v1

Pré-apprentissage supervisé pour les réseaux profonds

Xilan Tian , Romain Hérault , Gilles Gasso , Stéphane Canu
Reconnaissance des Formes et Intelligence Artificielle (RFIA), Jan 2010, Caen, France
Conference papers hal-02351919v1

Unbalanced Optimal Transport through Non-negative Penalized Linear Regression

Laetitia Chapel , Rémi Flamary , Haoran Wu , Cédric Févotte , Gilles Gasso
Advances in Neural Information Processing Systems (NeurIPS), Dec 2021, Online, France
Conference papers hal-03371489v1