Nombre de documents

19

CV de Hachem KADRI


Chapitre d'ouvrage1 document

  • Kadri Hachem, Manuel Davy, Noureddine Ellouze. Robust Unsupervised Speaker Segmentation for Audio Diarization. Signal Processing, INTECH, pp.307-320, 2010. <hal-00510406>

Rapport3 documents

  • Julien Audiffren, Hachem Kadri. Stability of Multi-Task Kernel Regression Algorithms. 2013. <hal-00834994>
  • Hachem Kadri, Philippe Preux, Emmanuel Duflos, Stephane Canu. Operator-Valued Kernels for Nonparametric Operator Estimation. [Research Report] RR-7607, INRIA. 2011. <inria-00587649>
  • Hachem Kadri, Emmanuel Duflos, Manuel Davy, Philippe Preux, Stephane Canu. General Framework for Nonlinear Functional Regression with Reproducing Kernel Hilbert Spaces. [Research Report] RR-6908, INRIA. 2009. <inria-00378381>

Communication dans un congrès10 documents

  • Guillaume Rabusseau, Hachem Kadri. Low-Rank Regression with Tensor Responses. NIPS, Dec 2016, Barcelone, Spain. <hal-01471279>
  • Hachem Kadri, Mohammad Ghavamzadeh, Philippe Preux. A Generalized Kernel Approach to Structured Output Learning. International Conference on Machine Learning (ICML), Jun 2013, Atlanta, United States. 2013. <hal-00695631v2>
  • Hachem Kadri, Stéphane Ayache, Cécile Capponi, Sokol Koço, François-Xavier Dupé, et al.. The Multi-Task Learning View of Multimodal Data. Asian Conference on Machine Learning (ACML), Nov 2013, Canberra, Australia. pp.261--276, 2013. <hal-01070601>
  • Hachem Kadri, Alain Rakotomamonjy, Francis Bach, Philippe Preux. Multiple Operator-valued Kernel Learning. Neural Information Processing Systems (NIPS), Dec 2012, Lake Tahoe, United States. 2012. <hal-00677012v2>
  • Hachem Kadri, Emmanuel Duflos, Philippe Preux. Learning vocal tract variables with multi-task kernels. 36th International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2011, Prague, Czech Republic. 2011. <hal-00826050>
  • Hachem Kadri, Philippe Preux, Emmanuel Duflos, Stéphane Canu. Multiple functional regression with both discrete and continuous covariates. Fréderic Ferraty. 2nd International Workshop on Functional and Operatorial Statistics (IWFOS), Jun 2011, Santander, Spain. Physica-Verlag/Springer, pp.189-195, 2011, Contributions to Statistics. <hal-00772425>
  • Hachem Kadri, Asma Rabaoui, Philippe Preux, Emmanuel Duflos, Alain Rakotomamonjy. Functional Regularized Least Squares Classi cation with Operator-valued Kernels. Lise Getoor, Tobias Scheffer. 28th International Conference on Machine Learning (ICML), Jun 2011, Seattle, United States. ACM, pp.993--1000, 2011. <hal-00772406>
  • Hachem Kadri, Emmanuel Duflos, Philippe Preux, Stephane Canu, Manuel Davy. Nonlinear functional regression: a functional RKHS approach. Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS'10), 2010, Italy. 9, pp.374-380, 2010. <hal-00510411>
  • Hachem Kadri, Manuel Davy, Asma Rabaoui, Zied Lachiri, Noureddine Ellouze. Robust Audio Speaker Segmentation using One Class SVMs. European Signal Processing Conference (EUSIPCO-2008), 2008, Switzerland. http://www.eurasip.org/Proceedings/Eusipco/Eusipco2008/index.html, 2008. <hal-00510423>
  • Hachem Kadri, Zied Lachiri, Noureddine Ellouze. Hybrid Approach for Unsupervised Audio Speaker Segmentation. European Signal Processing Conference, September 4 - 8 2006, Florence, Italy, 2006, Italy. http://www.eurasip.org/Proceedings/Eusipco/Eusipco2006/papers/1568982234.pdf, 2006. <hal-00510418>

Article dans une revue2 documents

  • Hachem Kadri, Emmanuel Duflos, Philippe Preux, Stéphane Canu, Alain Rakotomamonjy, et al.. Operator-valued Kernels for Learning from Functional Response Data. Journal of Machine Learning Research (JMLR), 2016. <hal-01221329v2>
  • Asma Rabaoui, Hachem Kadri, Zied Lachiri, Noureddine Ellouze. One-Class SVMs Challenges in Audio Detection and Classification Applications. EURASIP Journal on Advances in Signal Processing, SpringerOpen, 2008, 2008 (834973), http://www.hindawi.com/journals/asp/2008/834973.html. <10.1155/2008/834973>. <hal-00510432>

Pré-publication, Document de travail3 documents

  • Julien Audiffren, Hachem Kadri. Equivalence of Learning Algorithms. 2014. <hal-01003191>
  • Julien Audiffren, Hachem Kadri. Online Learning with Multiple Operator-valued Kernels. 2013. <hal-00879148v2>
  • Julien Audiffren, Hachem Kadri. M-Power Regularized Least Squares Regression. 2013. <hal-00871214v2>