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ORCIDKhalil Elkhalil
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2020 – today
- 2023
[c15]Xingzi Xu, Ali Hasan, Khalil Elkhalil, Jie Ding, Vahid Tarokh:
Characteristic Neural Ordinary Differential Equation. ICLR 2023- 2022
- [j10]Suya Wu
, Enmao Diao, Khalil Elkhalil, Jie Ding, Vahid Tarokh:
Score-Based Hypothesis Testing for Unnormalized Models. IEEE Access 10: 71936-71950 (2022) - [c14]Ali Hasan, Khalil Elkhalil, Yuting Ng, João M. Pereira, Sina Farsiu, Jose H. Blanchet, Vahid Tarokh:
Modeling extremes with d-max-decreasing neural networks. UAI 2022: 759-768 - 2021
- [j9]Amine Bejaoui, Khalil Elkhalil, Abla Kammoun, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri:
Cost-sensitive design of quadratic discriminant analysis for imbalanced data. Pattern Recognit. Lett. 149: 24-29 (2021) - [c13]Khalil Elkhalil, Ali Hasan, Jie Ding, Sina Farsiu, Vahid Tarokh:
Fisher Auto-Encoders. AISTATS 2021: 352-360 - [c12]Yuting Ng, Ali Hasan, Khalil Elkhalil, Vahid Tarokh:
Generative Archimedean copulas. UAI 2021: 643-653 - [i11]Ali Hasan, Khalil Elkhalil, João M. Pereira, Sina Farsiu, Jose H. Blanchet, Vahid Tarokh:
Deep Extreme Value Copulas for Estimation and Sampling. CoRR abs/2102.09042 (2021) - [i10]Yuting Ng, Ali Hasan, Khalil Elkhalil, Vahid Tarokh:
Generative Archimedean Copulas. CoRR abs/2102.11351 (2021) - [i9]Xingzi Xu, Ali Hasan, Khalil Elkhalil, Jie Ding, Vahid Tarokh:
Characteristic Neural Ordinary Differential Equations. CoRR abs/2111.13207 (2021) - 2020
- [j8]Khalil Elkhalil, Abla Kammoun, Xiangliang Zhang, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri:
Risk Convergence of Centered Kernel Ridge Regression With Large Dimensional Data. IEEE Trans. Signal Process. 68: 1574-1588 (2020) - [j7]Khalil Elkhalil, Abla Kammoun, Romain Couillet, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
A Large Dimensional Study of Regularized Discriminant Analysis. IEEE Trans. Signal Process. 68: 2464-2479 (2020) - [c11]Khalil Elkhalil, Abla Kammoun, Xiangliang Zhang, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri:
Risk Convergence of Centered Kernel Ridge Regression with Large Dimensional Data. ICASSP 2020: 8763-8767 - [i8]Amine Bejaoui, Khalil Elkhalil, Abla Kammoun, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri:
Improved Design of Quadratic Discriminant Analysis Classifier in Unbalanced Settings. CoRR abs/2006.06355 (2020) - [i7]Khalil Elkhalil, Ali Hasan, Jie Ding, Sina Farsiu, Vahid Tarokh:
Fisher Auto-Encoders. CoRR abs/2007.06120 (2020)
2010 – 2019
- 2019
- [c10]Khalil Elkhalil, Abla Kammoun, A. Robert Calderbank, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
Asymptotic Performance of Linear Discriminant Analysis with Random Projections. ICASSP 2019: 3472-3476 - [i6]Khalil Elkhalil, Abla Kammoun, Xiangliang Zhang, Mohamed-Slim Alouini, Tareq Y. Al-Naffouri:
Risk Convergence of Centered Kernel Ridge Regression with Large Dimensional Data. CoRR abs/1904.09212 (2019) - 2018
- [j6]Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
Measurement Selection: A Random Matrix Theory Approach. IEEE Trans. Wirel. Commun. 17(7): 4899-4911 (2018) - [c9]Xiaoke Yang, Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
Regularized Discriminant Analysis: A Large Dimensional Study. ISIT 2018: 536-540 - 2017
- [j5]Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
Fluctuations of the SNR at the output of the MVDR with regularized Tyler estimators. Signal Process. 135: 1-8 (2017) - [j4]Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
Numerically Stable Evaluation of Moments of Random Gram Matrices With Applications. IEEE Signal Process. Lett. 24(9): 1353-1357 (2017) - [c8]Khalil Elkhalil, Abla Kammoun, Romain Couillet, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
Asymptotic performance of regularized quadratic discriminant analysis based classifiers. MLSP 2017: 1-6 - [i5]Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
Numerically Stable Evaluation of Moments of Random Gram Matrices with Applications. CoRR abs/1701.02013 (2017) - 2016
- [j3]Khalil Elkhalil, Mohammed E. Eltayeb, Abla Kammoun, Tareq Y. Al-Naffouri, Hamid-Reza Bahrami:
On the Feedback Reduction of Multiuser Relay Networks Using Compressive Sensing. IEEE Trans. Commun. 64(4): 1437-1450 (2016) - [j2]Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
Analytical Derivation of the Inverse Moments of One-Sided Correlated Gram Matrices With Applications. IEEE Trans. Signal Process. 64(10): 2624-2635 (2016) - [c7]Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
A Blind Antenna Selection Scheme for Single-Cell Uplink Massive MIMO. GLOBECOM Workshops 2016: 1-6 - [c6]Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
Exact closed-form expression for the inverse moments of one-sided correlated Gram matrices. ISIT 2016: 2174-2178 - [c5]Khalil Elkhalil, Mohammed Eltayeb, Abla Kammoun, Tareq Y. Al-Naffouri, Hamid-Reza Bahrami:
Block compressed sensing for feedback reduction in relay-aided multiuser full duplex networks. SPAWC 2016: 1-6 - [i4]Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
Fluctuations of the SNR at the output of the MVDR with Regularized Tyler Estimators. CoRR abs/1605.04534 (2016) - [i3]Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
Blind Measurement Selection: A Random Matrix Theory Approach. CoRR abs/1612.04646 (2016) - 2015
- [j1]Mohammed E. Eltayeb, Khalil Elkhalil, Hamid-Reza Bahrami, Tareq Y. Al-Naffouri:
Opportunistic Relay Selection With Limited Feedback. IEEE Trans. Commun. 63(8): 2885-2898 (2015) - [c4]Khalil Elkhalil, Mohammed Eltayeb, Hayssam Dahrouj, Tareq Y. Al-Naffouri:
Distributed User Selection in Network MIMO Systems with Limited Feedback. VTC Fall 2015: 1-5 - [c3]Mohammed E. Eltayeb, Khalil Elkhalil, Abdullahi Abubakar Mas'ud, Tareq Y. Al-Naffouri:
Relay Selection with Limited and Noisy Feedback. VTC Fall 2015: 1-5 - [i2]Khalil M. Elkhalil, Mohammed Eltayeb, Abla Kammoun, Tareq Y. Al-Naffouri, Hamid-Reza Bahrami:
On the Feedback Reduction of Relay Aided Multiuser Networks using Compressive Sensing. CoRR abs/1505.00582 (2015) - [i1]Khalil Elkhalil, Abla Kammoun, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini:
Analytical Derivation of the Inverse Moments of One-sided Correlated Gram Matrices with Applications. CoRR abs/1507.00629 (2015) - 2014
- [c2]Khalil Elkhalil, Mohammed Eltayeb, Hussain Shibli, Hamid-Reza Bahrami, Tareq Y. Al-Naffouri:
Opportunistic relay selection in multicast relay networks using compressive sensing. GLOBECOM 2014: 3126-3131 - 2013
- [c1]Khalil Elkhalil, Leïla Najjar Atallah, Hichem Besbes:
Joint Channel Estimation and Decision Directed Decoding for OFDM-IDMA Systems over Sparse Channels. EW 2013
Coauthor Index
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