Malika Kharouf

发表

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

Walid Hachem, Abla Kammoun, Jamal Najim, 2008, ArXiv.

Consistent Spectral Methods for Dimensionality Reduction

Nataliya Sokolovska, Malika Kharouf, Tabea Rebafka, 2018, 2018 26th European Signal Processing Conference (EUSIPCO).

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

Edith Grall-Maës, Malika Kharouf, Nassara Elhadji Ille Gado, 2015, 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA).

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

Paul Honeine, Cédric Richard, Jean-Yves Tourneret, 2015, ArXiv.

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

Paul Honeine, Jean-Yves Tourneret, Abderrahim Halimi, 2015, IEEE Transactions on Geoscience and Remote Sensing.

BER and Outage Probability Approximations for LMMSE Detectors on Correlated MIMO Channels

Walid Hachem, Abla Kammoun, Jamal Najim, 2008, IEEE Transactions on Information Theory.

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

Mérouane Debbah, Romain Couillet, Abla Kammoun, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Linear Discriminant Analysis based on Fast Approximate SVD

Edith Grall-Maës, Malika Kharouf, Nassara Elhadji Ille Gado, 2017, ICPRAM.

A Central Limit Theorem for the SINR at the LMMSE Estimator Output for Large-Dimensional Signals

Walid Hachem, Abla Kammoun, Jamal Najim, 2008, IEEE Transactions on Information Theory.

Transfer Learning for Large Scale Data Using Subspace Alignment

Edith Grall-Maës, Malika Kharouf, Nassara Elhadji-Ille-Gado, 2017, 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA).

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

Edith Grall-Maës, Malika Kharouf, Nassara Elhadji Ille Gado, 2016, 2016 15th IEEE International Conference on Machine Learning and Applications (ICMLA).

On the fluctuations of the mutual information for non centered MIMO channels: The non Gaussian case

Walid Hachem, Abla Kammoun, Jamal Najim, 2010, 2010 IEEE 11th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

A CLT FOR INFORMATION-THEORETIC STATISTICS OF NON-CENTERED GRAM RANDOM MATRICES

Walid Hachem, Jack W. Silverstein, Jamal Najim, 2011, 1107.0145.