Malika Kharouf

According to our database1, Malika Kharouf authored at least 12 papers between 2008 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2022
Random Matrix-Based Approach for Data Reduction and Sensor Selection with Application to Degradation Index Construction.
Proceedings of the 6th International Conference on System Reliability and Safety, 2022

2018
Consistent Spectral Methods for Dimensionality Reduction.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
Linear Discriminant Analysis based on Fast Approximate SVD.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

Transfer Learning for Large Scale Data Using Subspace Alignment.
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.
IEEE Trans. Geosci. Remote. Sens., 2016

Linear Discriminant Analysis for Large-Scale Data: Application on Text and Image Data.
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.
CoRR, 2015

Linear KernelPCA and K-Means Clustering Using New Estimated Eigenvectors of the Sample Covariance Matrix.
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.
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.
IEEE Trans. Inf. Theory, 2009

BER and outage probability approximations for LMMSE detectors on correlated MIMO channels.
IEEE Trans. Inf. Theory, 2009

2008
A Central Limit Theorem for the SNR at the Wiener Filter Output for Large Dimensional Signals
CoRR, 2008


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