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Hachem Kadri
Hachem Kadri
LIS - QARMA, Aix-Marseille University
Adresse e-mail validée de lis-lab.fr - Page d'accueil
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Operator-valued kernels for learning from functional response data
H Kadri, E Duflos, P Preux, S Canu, A Rakotomamonjy, J Audiffren
Journal of Machine Learning Research, 2016
872016
Nonlinear functional regression: a functional RKHS approach
H Kadri, E Duflos, P Preux, S Canu, M Davy
Proceedings of the Thirteenth International Conference on Artificial …, 2010
662010
Low-rank regression with tensor responses
G Rabusseau, H Kadri
Advances in Neural Information Processing Systems 29, 2016
592016
Large-Scale Price Optimization via Network Flow
S Ito, R Fujimaki
Advances in Neural Information Processing Systems, 3855-3863, 2016
342016
One-class SVMs challenges in audio detection and classification applications
A Rabaoui, H Kadri, Z Lachiri, N Ellouze
EURASIP Journal on Advances in Signal Processing 2008, 1-14, 2008
332008
A generalized kernel approach to structured output learning
H Kadri, M Ghavamzadeh, P Preux
International Conference on Machine Learning, 471-479, 2013
312013
Functional Regularized Least Squares Classi cation with Operator-valued Kernels
H Kadri, A Rabaoui, P Preux, E Duflos, A Rakotomamonjy
arXiv preprint arXiv:1301.2655, 2013
232013
Using robust features with multi-class SVMs to classify noisy sounds
A Rabaoui, H Kadri, Z Lachiri, N Ellouze
2008 3rd International Symposium on Communications, Control and Signal …, 2008
222008
Multiple operator-valued kernel learning
H Kadri, A Rakotomamonjy, P Preux, F Bach
Advances in Neural Information Processing Systems 25, 2012
202012
Robust audio speaker segmentation using one class SVMs
H Kadri, M Davy, A Rabaoui, Z Lachiri, N Ellouze
2008 16th European signal processing conference, 1-5, 2008
202008
Multi-view metric learning in vector-valued kernel spaces
R Huusari, H Kadri, C Capponi
International Conference on Artificial Intelligence and Statistics, 415-424, 2018
152018
Stability of multi-task kernel regression algorithms
J Audiffren, H Kadri
Asian Conference on Machine Learning, 1-16, 2013
132013
Online learning with multiple operator-valued kernels
J Audiffren, H Kadri
arXiv preprint arXiv:1311.0222, 2013
12*2013
The multi-task learning view of multimodal data
H Kadri, S Ayache, C Capponi, S Koço, FX Dupé, E Morvant
Asian Conference on Machine Learning, 261-276, 2013
122013
General framework for nonlinear functional regression with reproducing kernel hilbert spaces
H Kadri, E Duflos, M Davy, P Preux, S Canu
INRIA, 2009
92009
New approaches based on One-Class SVMS for impulsive sounds recognition tasks
A Rabaoui, H Kadri, N Ellouze
2008 IEEE Workshop on Machine Learning for Signal Processing, 285-290, 2008
92008
Hybrid approach for unsupervised audio speaker segmentation
H Kadri, Z Lachiri, N Ellouze
2006 14th European Signal Processing Conference, 1-5, 2006
92006
Quantum bandits
B Casalé, G Di Molfetta, H Kadri, L Ralaivola
Quantum Machine Intelligence 2 (1), 1-7, 2020
62020
Learning vocal tract variables with multi-task kernels
H Kadri, E Duflos, P Preux
2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011
62011
QuicK-means: accelerating inference for K-means by learning fast transforms
L Giffon, V Emiya, H Kadri, L Ralaivola
Machine Learning 110 (5), 881-905, 2021
42021
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