Malika Kharouf

15 papers C 4Misc 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2024 — conf
Signal Source Detection Using Asymptotic Behavior of Eigenvectors of Random Matrices.
WMNC
Malika Kharouf
2022 — conf
Random Matrix-Based Approach for Data Reduction and Sensor Selection with Application to Degradation Index Construction.
ICSRS
Togo Jean Yves Kioye, Malika Kharouf, Khac Tuan Huynh
2018 — conf
Consistent Spectral Methods for Dimensionality Reduction.
EUSIPCO
Malika Kharouf, Tabea Rebafka, Nataliya Sokolovska
2017 C conf
Linear Discriminant Analysis based on Fast Approximate SVD.
ICPRAM
Nassara Elhadji Ille Gado, Edith Grall-Maës, Malika Kharouf
2017 C conf
Transfer Learning for Large Scale Data Using Subspace Alignment.
ICMLA
Nassara Elhadji-Ille-Gado, Edith Grall-Maës, Malika Kharouf
2016 J jnl
Estimating the Intrinsic Dimension of Hyperspectral Images Using a Noise-Whitened Eigengap Approach.
IEEE Trans. Geosci. Remote. Sens.
Abderrahim Halimi, Paul Honeine, Malika Kharouf, Cédric Richard, Jean-Yves Tourneret
2016 C conf
Linear Discriminant Analysis for Large-Scale Data: Application on Text and Image Data.
ICMLA
Nassara Elhadji Ille Gado, Edith Grall-Maës, Malika Kharouf
2015 J jnl
Estimating the Intrinsic Dimension of Hyperspectral Images Using an Eigen-Gap Approach.
CoRR
Abderrahim Halimi, Paul Honeine, Malika Kharouf, Cédric Richard, Jean-Yves Tourneret
2015 C conf
Linear KernelPCA and K-Means Clustering Using New Estimated Eigenvectors of the Sample Covariance Matrix.
ICMLA
Nassara Elhadji Ille Gado, Edith Grall-Maës, Malika Kharouf
2012 Misc conf
On the fluctuations of the SINR at the output of the Wiener filter for non centered channels: The non Gaussian case.
ICASSP
Abla Kammoun, Malika Kharouf, Romain Couillet, Jamal Najim, Mérouane Debbah
2009 J jnl
A central limit theorem for the SINR at the LMMSE estimator output for large-dimensional signals.
IEEE Trans. Inf. Theory
Abla Kammoun, Malika Kharouf, Walid Hachem, Jamal Najim
2009 J jnl
BER and outage probability approximations for LMMSE detectors on correlated MIMO channels.
IEEE Trans. Inf. Theory
Abla Kammoun, Malika Kharouf, Walid Hachem, Jamal Najim
2008 J jnl
A Central Limit Theorem for the SINR at the LMMSE Estimator Output for Large Dimensional Signals
CoRR
Abla Kammoun, Malika Kharouf, Walid Hachem, Jamal Najim
2008 J jnl
A Central Limit Theorem for the SNR at the Wiener Filter Output for Large Dimensional Signals
CoRR
Abla Kammoun, Malika Kharouf, Walid Hachem, Jamal Najim
2008 J jnl
BER and Outage Probability Approximations for LMMSE Detectors on Correlated MIMO Channels
CoRR
Abla Kammoun, Malika Kharouf, Walid Hachem, Jamal Najim