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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
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Nonlinear functional regression: a functional RKHS approach

 Hachem Kadri , Emmanuel Duflos , Philippe Preux , Stephane Canu , Manuel Davy
Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS'10), 2010, Italy. pp.374-380
Communication dans un congrès hal-00510411v1
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Robust Unsupervised Speaker Segmentation for Audio Diarization

 Kadri Hachem , Manuel Davy , Noureddine Ellouze
Signal Processing, INTECH, pp.307-320, 2010
Chapitre d'ouvrage hal-00510406v1
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Implicit Regularization in Deep Tucker Factorization: Low-Rankness via Structured Sparsity

 Kais Hariz , Hachem Kadri , Stéphane Ayache , Maher Moakher , Thierry Artières
International Conference on Artificial Intelligence and Statistics (AISTATS), May 2024, Valencia (Espagne), Spain
Communication dans un congrès hal-04523934v1
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Equivalence of Learning Algorithms

 Julien Audiffren , Hachem Kadri
2014
Pré-publication, Document de travail hal-01003191v1
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Hybrid Approach for Unsupervised Audio Speaker Segmentation

 Hachem Kadri , Zied Lachiri , Noureddine Ellouze
European Signal Processing Conference, September 4 - 8 2006, Florence, Italy, 2006, Italy. http://www.eurasip.org/Proceedings/Eusipco/Eusipco2006/papers/1568982234.pdf
Communication dans un congrès hal-00510418v1
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Learning vocal tract variables with multi-task kernels

 Hachem Kadri , Emmanuel Duflos , Philippe Preux
36th International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2011, Prague, Czech Republic
Communication dans un congrès hal-00826050v1
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Online Learning with Multiple Operator-valued Kernels

 Julien Audiffren , Hachem Kadri
2013
Pré-publication, Document de travail hal-00879148v2
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Learning in RKHM: a $C^*$-Algebraic Twist for Kernel Machines

 Yuka Hashimoto , Masahiro Ikeda , Hachem Kadri
International Conference on Artificial Intelligence and Statistics (AISTATS), Apr 2023, Valencia, Spain
Communication dans un congrès hal-04523913v1

General Framework for Multi-View Metric Learning

 Riikka Huusari , Hachem Kadri , Cécile Capponi
Linking and Mining Heterogeneous and Multi-view Data, 2019
Chapitre d'ouvrage hal-02166731v1

Intrication et noyaux à valeurs opérateurs

 Riikka Huusari , Hachem Kadri
Conférence sur l'apprentissage automatique, Jun 2018, Rouen, France
Communication dans un congrès hal-02072695v1
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Partial Trace Regression and Low-Rank Kraus Decomposition

 Hachem Kadri , Stéphane Ayache , Riikka Huusari , Alain Rakotomamonjy , Liva Ralaivola
International Conference on Machine Learning, Jul 2020, Vienne (Online), Austria
Communication dans un congrès hal-02885339v2
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Implicit Regularization in Deep Tensor Factorization

 Paolo Milanesi , Hachem Kadri , Stéphane Ayache , Thierry Artières
International Joint Conference on Neural Networks (IJCNN), Jul 2021, Online, China
Communication dans un congrès hal-03211964v1
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Deep Networks with Adaptive Nyström Approximation

 Luc Giffon , Stéphane Ayache , Thierry Artières , Hachem Kadri
IJCNN 2019 - International Joint Conference on Neural Networks, Jul 2019, Budapest, Hungary
Communication dans un congrès hal-02091661v2
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Deep Learning with Kernels through RKHM and the Perron-Frobenius Operator

 Yuka Hashimoto , Masahiro Ikeda , Hachem Kadri
Advances in Neural Information Processing Systems (NeurIPS), Dec 2023, New Orleans (LA), United States
Communication dans un congrès hal-04523927v1
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Multiple Operator-valued Kernel Learning

 Hachem Kadri , Alain Rakotomamonjy , Francis Bach , Philippe Preux
Neural Information Processing Systems (NIPS), Dec 2012, Lake Tahoe, United States
Communication dans un congrès hal-00677012v2
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Multi-view Metric Learning in Vector-valued Kernel Spaces

 Riikka Huusari , Hachem Kadri , Cécile Capponi
The 21st International Conference on Artificial Intelligence and Statistics, Apr 2018, Lanzarote, Spain
Communication dans un congrès hal-01736068v1
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Deepström: ´ Emulsion de noyaux et d'apprentissage profond

 Luc Giffon , Stéphane Ayache , Hachem Kadri , Thierry Artières
CAp 2018 - Conférence sur l'Apprentissage Automatique, Jun 2018, Rouen, France
Communication dans un congrès hal-02091648v2
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Entangled Kernels - Beyond Separability

 Riikka Huusari , Hachem Kadri
Journal of Machine Learning Research, 2021, 22
Article dans une revue hal-03106783v1
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Robust Audio Speaker Segmentation using One Class SVMs

 Hachem Kadri , Manuel Davy , Asma Rabaoui , Zied Lachiri , Noureddine Ellouze
European Signal Processing Conference (EUSIPCO-2008), 2008, Switzerland. http://www.eurasip.org/Proceedings/Eusipco/Eusipco2008/index.html
Communication dans un congrès hal-00510423v1
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Noyaux à valeurs opérateurs et apprentissage de métriques multi-vues

 Riikka Huusari , Hachem Kadri , Cécile Capponi
Conférence sur l'Apprentissage automatique (CAp), Jun 2017, Grenoble, France
Communication dans un congrès hal-01774999v1
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Entangled Kernels

 Riikka Huusari , Hachem Kadri
International Joint Conference of Artificial Intelligence, Aug 2019, Macao, China. pp.2578-2584, ⟨10.24963/ijcai.2019/358⟩
Communication dans un congrès hal-02187162v1

Apprentissage multi-vues pour la complétion transmodale de matrices de noyaux

 Riikka Huusari , Cécile Capponi , Hachem Kadri , Paul Villoutreix
Conférence sur l'Apprentissage Automatique, Jul 2019, Toulouse, France
Communication dans un congrès hal-02176625v1
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Stability of Multi-Task Kernel Regression Algorithms

 Julien Audiffren , Hachem Kadri
2013
Rapport hal-00834994v1
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Low-Rank Regression with Tensor Responses

 Guillaume Rabusseau , Hachem Kadri
NIPS, Dec 2016, Barcelone, Spain
Communication dans un congrès hal-01471279v1
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One-Class SVMs Challenges in Audio Detection and Classification Applications

 Asma Rabaoui , Hachem Kadri , Zied Lachiri , Noureddine Ellouze
EURASIP Journal on Advances in Signal Processing, 2008, 2008 (834973), http://www.hindawi.com/journals/asp/2008/834973.html. ⟨10.1155/2008/834973⟩
Article dans une revue hal-00510432v1
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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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Operator-Valued Kernels for Nonparametric Operator Estimation

 Hachem Kadri , Philippe Preux , Emmanuel Duflos , Stephane Canu
[Research Report] RR-7607, INRIA. 2011
Rapport inria-00587649v1
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QuicK-means: Acceleration of K-means by learning a fast transform

 Luc Giffon , Valentin Emiya , Hachem Kadri , Liva Ralaivola
Machine Learning, 2021, Machine Learning, 110, pp.881-905. ⟨10.1007/s10994-021-05965-0⟩
Article dans une revue hal-02174845v4
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Mapping individual differences in cortical architecture using multi-view representation learning

 Akrem Sellami , François-Xavier Dupé , Bastien Cagna , Hachem Kadri , Stéphane Ayache , et al.
IJCNN 2020 - International Joint Conference on Neural Networks, Jul 2020, Glasgow, United Kingdom
Communication dans un congrès hal-02520673v1
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