Malika Kharouf

According to our database, Malika Kharouf authored at least 13 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Signal Source Detection Using Asymptotic Behavior of Eigenvectors of Random Matrices.

Malika Kharouf

Proceedings of the 15th IFIP Wireless and Mobile Networking Conference, 2024

2022

Random Matrix-Based Approach for Data Reduction and Sensor Selection with Application to Degradation Index Construction.

Togo Jean Yves Kioye, Malika Kharouf, Khac Tuan Huynh

Proceedings of the 6th International Conference on System Reliability and Safety, 2022

2018

Consistent Spectral Methods for Dimensionality Reduction.

Malika Kharouf, Tabea Rebafka, Nataliya Sokolovska

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Linear Discriminant Analysis based on Fast Approximate SVD.

Nassara Elhadji Ille Gado, Edith Grall-Maës, Malika Kharouf

Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

Transfer Learning for Large Scale Data Using Subspace Alignment.

Nassara Elhadji-Ille-Gado, Edith Grall-Maës, Malika Kharouf

Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

2016

Estimating the Intrinsic Dimension of Hyperspectral Images Using a Noise-Whitened Eigengap Approach.

Abderrahim Halimi, Paul Honeine, Malika Kharouf, Cédric Richard, Jean-Yves Tourneret

IEEE Trans. Geosci. Remote. Sens., 2016

Linear Discriminant Analysis for Large-Scale Data: Application on Text and Image Data.

Nassara Elhadji Ille Gado, Edith Grall-Maës, Malika Kharouf

Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016

2015

Estimating the Intrinsic Dimension of Hyperspectral Images Using an Eigen-Gap Approach.

Abderrahim Halimi, Paul Honeine, Malika Kharouf, Cédric Richard, Jean-Yves Tourneret

CoRR, 2015

Linear KernelPCA and K-Means Clustering Using New Estimated Eigenvectors of the Sample Covariance Matrix.

Nassara Elhadji Ille Gado, Edith Grall-Maës, Malika Kharouf

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

2012

On the fluctuations of the SINR at the output of the Wiener filter for non centered channels: The non Gaussian case.

Abla Kammoun, Malika Kharouf, Romain Couillet, Jamal Najim, Mérouane Debbah

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2009

A central limit theorem for the SINR at the LMMSE estimator output for large-dimensional signals.

Abla Kammoun, Malika Kharouf, Walid Hachem, Jamal Najim

IEEE Trans. Inf. Theory, 2009

BER and outage probability approximations for LMMSE detectors on correlated MIMO channels.

Abla Kammoun, Malika Kharouf, Walid Hachem, Jamal Najim

IEEE Trans. Inf. Theory, 2009

2008

A Central Limit Theorem for the SNR at the Wiener Filter Output for Large Dimensional Signals

Abla Kammoun, Malika Kharouf, Walid Hachem, Jamal Najim

CoRR, 2008