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ORCIDMalika Kharouf
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2020 – today
- 2022
[c7]Togo Jean Yves Kioye, Malika Kharouf, Khac Tuan Huynh:
Random Matrix-Based Approach for Data Reduction and Sensor Selection with Application to Degradation Index Construction. ICSRS 2022: 279-285
2010 – 2019
- 2018
- [c6]Malika Kharouf, Tabea Rebafka, Nataliya Sokolovska:
Consistent Spectral Methods for Dimensionality Reduction. EUSIPCO 2018: 286-290 - 2017
- [c5]Nassara Elhadji-Ille-Gado, Edith Grall-Maës, Malika Kharouf:
Transfer Learning for Large Scale Data Using Subspace Alignment. ICMLA 2017: 1006-1010 - [c4]Nassara Elhadji Ille Gado, Edith Grall-Maës, Malika Kharouf:
Linear Discriminant Analysis based on Fast Approximate SVD. ICPRAM 2017: 359-365 - 2016
- [j3]Abderrahim Halimi
, Paul Honeine, Malika Kharouf, Cédric Richard, Jean-Yves Tourneret:
Estimating the Intrinsic Dimension of Hyperspectral Images Using a Noise-Whitened Eigengap Approach. IEEE Trans. Geosci. Remote. Sens. 54(7): 3811-3821 (2016) - [c3]Nassara Elhadji Ille Gado, Edith Grall-Maës, Malika Kharouf:
Linear Discriminant Analysis for Large-Scale Data: Application on Text and Image Data. ICMLA 2016: 961-964 - 2015
- [c2]Nassara Elhadji Ille Gado, Edith Grall-Maës, Malika Kharouf:
Linear KernelPCA and K-Means Clustering Using New Estimated Eigenvectors of the Sample Covariance Matrix. ICMLA 2015: 386-389 - [i4]Abderrahim Halimi, Paul Honeine, Malika Kharouf, Cédric Richard, Jean-Yves Tourneret:
Estimating the Intrinsic Dimension of Hyperspectral Images Using an Eigen-Gap Approach. CoRR abs/1501.05552 (2015) - 2012
- [c1]Abla Kammoun, Malika Kharouf, Romain Couillet, Jamal Najim, Mérouane Debbah:
On the fluctuations of the SINR at the output of the Wiener filter for non centered channels: The non Gaussian case. ICASSP 2012: 3173-3176
2000 – 2009
- 2009
- [j2]Abla Kammoun, Malika Kharouf, Walid Hachem, Jamal Najim:
BER and outage probability approximations for LMMSE detectors on correlated MIMO channels. IEEE Trans. Inf. Theory 55(10): 4386-4397 (2009) - [j1]Abla Kammoun, Malika Kharouf, Walid Hachem, Jamal Najim:
A central limit theorem for the SINR at the LMMSE estimator output for large-dimensional signals. IEEE Trans. Inf. Theory 55(11): 5048-5063 (2009) - 2008
- [i3]Abla Kammoun, Malika Kharouf, Walid Hachem, Jamal Najim:
A Central Limit Theorem for the SNR at the Wiener Filter Output for Large Dimensional Signals. CoRR abs/0801.1736 (2008) - [i2]Abla Kammoun, Malika Kharouf, Walid Hachem, Jamal Najim:
A Central Limit Theorem for the SINR at the LMMSE Estimator Output for Large Dimensional Signals. CoRR abs/0810.1808 (2008) - [i1]Abla Kammoun, Malika Kharouf, Walid Hachem, Jamal Najim:
BER and Outage Probability Approximations for LMMSE Detectors on Correlated MIMO Channels. CoRR abs/0810.2924 (2008)
Coauthor Index
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