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Khalil Elkhalil
Khalil Elkhalil
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Verified email at kaust.edu.sa
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Cited by
Year
A large dimensional study of regularized discriminant analysis
K Elkhalil, A Kammoun, R Couillet, TY Al-Naffouri, MS Alouini
IEEE Transactions on Signal Processing 68, 2464-2479, 2020
28*2020
Opportunistic relay selection with limited feedback
ME Eltayeb, K Elkhalil, HR Bahrami, TY Al-Naffouri
IEEE Transactions on Communications 63 (8), 2885-2898, 2015
222015
Asymptotic performance of regularized quadratic discriminant analysis based classifiers
K Elkhalil, A Kammoun, R Couillet, TY Al-Naffouri, MS Alouini
2017 IEEE 27th International Workshop on Machine Learning for Signal …, 2017
202017
Opportunistic relay selection in multicast relay networks using compressive sensing
K Elkhalil, ME Eltayeb, H Shibli, HR Bahrami, TY Al-Naffouri
2014 IEEE Global Communications Conference, 3126-3131, 2014
132014
A blind antenna selection scheme for single-cell uplink massive MIMO
K Elkhalil, A Kammoun, TY Al-Naffouri, MS Alouini
2016 IEEE Globecom Workshops (GC Wkshps), 1-6, 2016
112016
Risk convergence of centered kernel ridge regression with large dimensional data
K Elkhalil, A Kammoun, X Zhang, MS Alouini, T Al-Naffouri
IEEE Transactions on Signal Processing 68, 1574-1588, 2020
102020
On the feedback reduction of multiuser relay networks using compressive sensing
K Elkhalil, ME Eltayeb, A Kammoun, TY Al-Naffouri, HR Bahrami
IEEE Transactions on Communications 64 (4), 1437-1450, 2016
92016
Analytical derivation of the inverse moments of one-sided correlated gram matrices with applications
K Elkhalil, A Kammoun, TY Al-Naffouri, MS Alouini
IEEE Transactions on Signal Processing 64 (10), 2624-2635, 2016
82016
Fisher Auto-Encoders
K Elkhalil, A Hasan, J Ding, S Farsiu, V Tarokh
International Conference on Artificial Intelligence and Statistics, 352-360, 2021
52021
Regularized discriminant analysis: A large dimensional study
X Yang, K Elkhalil, A Kammoun, TY Al-Naffouri, MS Alouini
2018 IEEE International Symposium on Information Theory (ISIT), 536-540, 2018
52018
Fluctuations of the SNR at the output of the MVDR with regularized Tyler estimators
K Elkhalil, A Kammoun, TY Al-Naffouri, MS Alouini
Signal Processing 135, 1-8, 2017
52017
Distributed user selection in network MIMO systems with limited feedback
K Elkhalil, ME Eltayeb, H Dahrouj, TY Al-Naffouri
2015 IEEE 82nd Vehicular Technology Conference (VTC2015-Fall), 1-5, 2015
52015
Improved design of quadratic discriminant analysis classifier in unbalanced settings
A Bejaoui, K Elkhalil, A Kammoun, MS Alouni, T Al-Naffouri
arXiv preprint arXiv:2006.06355, 2020
42020
Asymptotic performance of linear discriminant analysis with random projections
K Elkhalil, A Kammoun, R Calderbank, TY Al-Naffouri, MS Alouini
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
42019
Relay selection with limited and noisy feedback
ME Eltayeb, K Elkhalil, AA Mas' ud, TY Al-Naffouri
2015 IEEE 82nd Vehicular Technology Conference (VTC2015-Fall), 1-5, 2015
32015
Measurement selection: A random matrix theory approach
K Elkhalil, A Kammoun, TY Al-Naffouri, MS Alouini
IEEE Transactions on Wireless Communications 17 (7), 4899-4911, 2018
22018
On the Feedback Reduction of Relay Aided Multiuser Networks using Compressive Sensing
KM Elkhalil, ME Eltayeb, A Kammoun, TY Al-Naffouri, HR Bahrami
arXiv preprint arXiv:1505.00582, 2015
22015
Generative Archimedean Copulas
Y Ng, A Hasan, K Elkhalil, V Tarokh
Uncertainty in Artificial Intelligence, 643-653, 2021
12021
Characteristic Neural Ordinary Differential Equations
X Xu, A Hasan, K Elkhalil, J Ding, V Tarokh
arXiv preprint arXiv:2111.13207, 2021
12021
Cost-sensitive design of quadratic discriminant analysis for imbalanced data
A Bejaoui, K Elkhalil, A Kammoun, MS Alouini, T Al-Naffouri
Pattern Recognition Letters 149, 24-29, 2021
12021
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